image_caption1.ipynb

{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"name":"image_caption1.ipynb","version":"0.3.2","provenance":[],"collapsed_sections":[]},"kernelspec":{"name":"python3","display_name":"Python 3"},"accelerator":"GPU"},"cells":[{"metadata":{"id":"FcpPHTL0gH5s","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":382},"outputId":"10ef4f02-488e-4922-9816-3bff497d4546"},"cell_type":"code","source":["!apt-get install -y -qq software-properties-common python-software-properties module-init-tools\n","!add-apt-repository -y ppa:alessandro-strada/ppa 2>&1 > /dev/null\n","!apt-get update -qq 2>&1 > /dev/null\n","!apt-get -y install -qq google-drive-ocamlfuse fuse\n","from google.colab import auth\n","auth.authenticate_user()\n","from oauth2client.client import GoogleCredentials\n","creds = GoogleCredentials.get_application_default()\n","import getpass\n","!google-drive-ocamlfuse -headless -id={creds.client_id} -secret={creds.client_secret} < /dev/null 2>&1 | grep URL\n","vcode = getpass.getpass()\n","!echo {vcode} | google-drive-ocamlfuse -headless -id={creds.client_id} -secret={creds.client_secret}"],"execution_count":0,"outputs":[{"output_type":"stream","text":["E: Package 'python-software-properties' has no installation candidate\n","Selecting previously unselected package libfuse2:amd64.\n","(Reading database ... 22280 files and directories currently installed.)\n","Preparing to unpack .../libfuse2_2.9.7-1ubuntu1_amd64.deb ...\n","Unpacking libfuse2:amd64 (2.9.7-1ubuntu1) ...\n","Selecting previously unselected package fuse.\n","Preparing to unpack .../fuse_2.9.7-1ubuntu1_amd64.deb ...\n","Unpacking fuse (2.9.7-1ubuntu1) ...\n","Selecting previously unselected package google-drive-ocamlfuse.\n","Preparing to unpack .../google-drive-ocamlfuse_0.7.0-0ubuntu1~ubuntu18.04.1_amd64.deb ...\n","Unpacking google-drive-ocamlfuse (0.7.0-0ubuntu1~ubuntu18.04.1) ...\n","Setting up libfuse2:amd64 (2.9.7-1ubuntu1) ...\n","Processing triggers for libc-bin (2.27-3ubuntu1) ...\n","Setting up fuse (2.9.7-1ubuntu1) ...\n","Setting up google-drive-ocamlfuse (0.7.0-0ubuntu1~ubuntu18.04.1) ...\n"],"name":"stdout"}]},{"metadata":{"id":"onSsJ1iDhyHK","colab_type":"code","colab":{}},"cell_type":"code","source":["!mkdir -p drive\n","!google-drive-ocamlfuse drive\n"],"execution_count":0,"outputs":[]},{"metadata":{"id":"BI3bJlqeh10V","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":122},"outputId":"2a92359a-b981-410c-c3a3-20872933afac","executionInfo":{"status":"ok","timestamp":1533198037946,"user_tz":-330,"elapsed":3502,"user":{"displayName":"Prakhar Gupta","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s128","userId":"116895666417420036762"}}},"cell_type":"code","source":["!pip install tqdm"],"execution_count":5,"outputs":[{"output_type":"stream","text":["Collecting tqdm\n","\u001b[?25l  Downloading https://files.pythonhosted.org/packages/7d/e6/19dfaff08fcbee7f3453e5b537e65a8364f1945f921a36d08be1e2ff3475/tqdm-4.24.0-py2.py3-none-any.whl (43kB)\n","\u001b[K    100% |████████████████████████████████| 51kB 2.4MB/s \n","\u001b[?25hInstalling collected packages: tqdm\n","Successfully installed tqdm-4.24.0\n"],"name":"stdout"}]},{"metadata":{"id":"nGuDcYWoiXUO","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":34},"outputId":"5c4e39a3-b5c3-4c36-f43f-b0dde5595e57","executionInfo":{"status":"ok","timestamp":1533198052185,"user_tz":-330,"elapsed":10066,"user":{"displayName":"Prakhar Gupta","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s128","userId":"116895666417420036762"}}},"cell_type":"code","source":["import glob\n","from PIL import Image\n","import numpy as np\n","import matplotlib.pyplot as plt\n","%matplotlib inline\n","import pickle\n","from tqdm import tqdm\n","import pandas as pd\n","from keras.preprocessing import sequence\n","from keras.models import Sequential\n","from keras.layers import LSTM, Embedding, TimeDistributed, Dense, RepeatVector, Merge, Activation, Flatten\n","from keras.optimizers import Adam, RMSprop\n","from keras.layers.wrappers import Bidirectional\n","from keras.applications.inception_v3 import InceptionV3\n","from keras.preprocessing import image\n","import nltk"],"execution_count":6,"outputs":[{"output_type":"stream","text":["Using TensorFlow backend.\n"],"name":"stderr"}]},{"metadata":{"id":"8Ssxqfhiib79","colab_type":"code","colab":{}},"cell_type":"code","source":["token = 'drive/image_dataset/testing/Flickr8k.token.txt'"],"execution_count":0,"outputs":[]},{"metadata":{"id":"D-bRS8Ynugs3","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":34},"outputId":"9b6bc5f2-0c5a-4e51-f1c6-65866bbd515b","executionInfo":{"status":"ok","timestamp":1533198082519,"user_tz":-330,"elapsed":776,"user":{"displayName":"Prakhar Gupta","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s128","userId":"116895666417420036762"}}},"cell_type":"code","source":[""],"execution_count":8,"outputs":[{"output_type":"execute_result","data":{"text/plain":["'drive/image_dataset/testing/Flickr8k.token.txt'"]},"metadata":{"tags":[]},"execution_count":8}]},{"metadata":{"id":"bGUcAOg5iri6","colab_type":"code","colab":{}},"cell_type":"code","source":["captions = open(token, 'r').read().strip().split('\\n')"],"execution_count":0,"outputs":[]},{"metadata":{"id":"qN1FReM_iwMg","colab_type":"code","colab":{}},"cell_type":"code","source":["caption_dict = {}\n","for i, row in enumerate(captions):\n","    row = row.split('\\t')\n","    row[0] = row[0][:len(row[0])-2]\n","    if row[0] in caption_dict:\n","        caption_dict[row[0]].append(row[1])\n","    else:\n","        caption_dict[row[0]] = [row[1]]"],"execution_count":0,"outputs":[]},{"metadata":{"id":"OpVmMAuSizlQ","colab_type":"code","colab":{}},"cell_type":"code","source":["image_path = \"drive/image_dataset/Flicker8k_Dataset/\""],"execution_count":0,"outputs":[]},{"metadata":{"id":"eyHHlxxEi79m","colab_type":"code","colab":{}},"cell_type":"code","source":["img = glob.glob(image_path+'*.jpg')"],"execution_count":0,"outputs":[]},{"metadata":{"id":"R7UbTMBfi_fn","colab_type":"code","colab":{}},"cell_type":"code","source":["train_images = set(open('drive/image_dataset/testing/Flickr_8k.trainImages.txt', 'r').read().strip().split('\\n'))"],"execution_count":0,"outputs":[]},{"metadata":{"id":"buLSYwOJiIZW","colab_type":"code","colab":{}},"cell_type":"code","source":["def split_data(l):\n","    temp = []\n","    for i in img:\n","        if i[len(image_path):] in l:\n","            temp.append(i)\n","    return temp"],"execution_count":0,"outputs":[]},{"metadata":{"id":"NnbB9voDjOXa","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":34},"outputId":"b244cf10-1f01-4369-dc3c-772ac964a045","executionInfo":{"status":"ok","timestamp":1533198221899,"user_tz":-330,"elapsed":837,"user":{"displayName":"Prakhar Gupta","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s128","userId":"116895666417420036762"}}},"cell_type":"code","source":["train_img_path = split_data(train_images)\n","len(train_img_path)"],"execution_count":15,"outputs":[{"output_type":"execute_result","data":{"text/plain":["6000"]},"metadata":{"tags":[]},"execution_count":15}]},{"metadata":{"id":"ItbJaMXVjRjS","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":17034},"outputId":"49d8e999-6bde-4f77-c12d-3c4f0dfaf4c9","executionInfo":{"status":"ok","timestamp":1533198659095,"user_tz":-330,"elapsed":1042,"user":{"displayName":"Prakhar Gupta","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s128","userId":"116895666417420036762"}}},"cell_type":"code","source":["train_img_path"],"execution_count":33,"outputs":[{"output_type":"execute_result","data":{"text/plain":["['drive/image_dataset/Flicker8k_Dataset/1095590286_c654f7e5a9.jpg',\n"," 'drive/image_dataset/Flicker8k_Dataset/109738916_236dc456ac.jpg',\n"," 'drive/image_dataset/Flicker8k_Dataset/109738763_90541ef30d.jpg',\n"," 'drive/image_dataset/Flicker8k_Dataset/1095580424_76f0aa8a3e.jpg',\n"," 'drive/image_dataset/Flicker8k_Dataset/1093737381_b313cd49ff.jpg',\n"," 'drive/image_dataset/Flicker8k_Dataset/1096165011_cc5eb16aa6.jpg',\n"," 'drive/image_dataset/Flicker8k_Dataset/1095980313_3c94799968.jpg',\n"," 'drive/image_dataset/Flicker8k_Dataset/1096097967_ac305887b4.jpg',\n"," 'drive/image_dataset/Flicker8k_Dataset/109671650_f7bbc297fa.jpg',\n"," 'drive/image_dataset/Flicker8k_Dataset/1095476286_87d4f8664e.jpg',\n"," 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...]"]},"metadata":{"tags":[]},"execution_count":33}]},{"metadata":{"id":"AU44BWZ3jdnE","colab_type":"code","colab":{}},"cell_type":"code","source":[""],"execution_count":0,"outputs":[]},{"metadata":{"id":"NxCsmuDhjdPy","colab_type":"code","colab":{}},"cell_type":"code","source":[""],"execution_count":0,"outputs":[]},{"metadata":{"id":"lUmIqdPXjc5_","colab_type":"code","colab":{}},"cell_type":"code","source":["def preprocess_input(x):\n","    x /= 255.\n","    x -= 0.5\n","    x *= 2.\n","    return x"],"execution_count":0,"outputs":[]},{"metadata":{"id":"zZlzZ8G6jfBZ","colab_type":"code","colab":{}},"cell_type":"code","source":["def preprocess(image_path):\n","    img = image.load_img(image_path, target_size=(299, 299))\n","    x = image.img_to_array(img)\n","    x = np.expand_dims(x, axis=0)\n","\n","    x = preprocess_input(x)\n","    return x"],"execution_count":0,"outputs":[]},{"metadata":{"id":"cCbPS67ljic9","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":51},"outputId":"2f26720a-2886-42c4-cf7a-cdc1784b626a","executionInfo":{"status":"ok","timestamp":1533198424783,"user_tz":-330,"elapsed":24894,"user":{"displayName":"Prakhar Gupta","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s128","userId":"116895666417420036762"}}},"cell_type":"code","source":["model = InceptionV3(weights='imagenet')"],"execution_count":21,"outputs":[{"output_type":"stream","text":["Downloading data from https://github.com/fchollet/deep-learning-models/releases/download/v0.5/inception_v3_weights_tf_dim_ordering_tf_kernels.h5\n","96116736/96112376 [==============================] - 7s 0us/step\n"],"name":"stdout"}]},{"metadata":{"id":"OPzpHehwzVnT","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":11373},"outputId":"35bd8047-801a-40ac-84e6-a97f49ceb3a5","executionInfo":{"status":"ok","timestamp":1533199350233,"user_tz":-330,"elapsed":747,"user":{"displayName":"Prakhar Gupta","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s128","userId":"116895666417420036762"}}},"cell_type":"code","source":["model.summary()"],"execution_count":49,"outputs":[{"output_type":"stream","text":["__________________________________________________________________________________________________\n","Layer (type)                    Output Shape         Param #     Connected to                     \n","==================================================================================================\n","input_1 (InputLayer)            (None, None, None, 3 0                                            \n","__________________________________________________________________________________________________\n","conv2d_1 (Conv2D)               (None, None, None, 3 864         input_1[0][0]                    \n","__________________________________________________________________________________________________\n","batch_normalization_1 (BatchNor (None, None, None, 3 96          conv2d_1[0][0]                   \n","__________________________________________________________________________________________________\n","activation_1 (Activation)       (None, None, None, 3 0           batch_normalization_1[0][0]      \n","__________________________________________________________________________________________________\n","conv2d_2 (Conv2D)               (None, None, None, 3 9216        activation_1[0][0]               \n","__________________________________________________________________________________________________\n","batch_normalization_2 (BatchNor (None, None, None, 3 96          conv2d_2[0][0]                   \n","__________________________________________________________________________________________________\n","activation_2 (Activation)       (None, None, None, 3 0           batch_normalization_2[0][0]      \n","__________________________________________________________________________________________________\n","conv2d_3 (Conv2D)               (None, None, None, 6 18432       activation_2[0][0]               \n","__________________________________________________________________________________________________\n","batch_normalization_3 (BatchNor (None, None, None, 6 192         conv2d_3[0][0]                   \n","__________________________________________________________________________________________________\n","activation_3 (Activation)       (None, None, None, 6 0           batch_normalization_3[0][0]      \n","__________________________________________________________________________________________________\n","max_pooling2d_1 (MaxPooling2D)  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conv2d_9[0][0]                   \n","__________________________________________________________________________________________________\n","activation_9 (Activation)       (None, None, None, 6 0           batch_normalization_9[0][0]      \n","__________________________________________________________________________________________________\n","conv2d_7 (Conv2D)               (None, None, None, 4 9216        max_pooling2d_2[0][0]            \n","__________________________________________________________________________________________________\n","conv2d_10 (Conv2D)              (None, None, None, 9 55296       activation_9[0][0]               \n","__________________________________________________________________________________________________\n","batch_normalization_7 (BatchNor (None, None, None, 4 144         conv2d_7[0][0]                   \n","__________________________________________________________________________________________________\n","batch_normalization_10 (BatchNo 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conv2d_14[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_17 (BatchNo (None, None, None, 9 288         conv2d_17[0][0]                  \n","__________________________________________________________________________________________________\n","activation_14 (Activation)      (None, None, None, 4 0           batch_normalization_14[0][0]     \n","__________________________________________________________________________________________________\n","activation_17 (Activation)      (None, None, None, 9 0           batch_normalization_17[0][0]     \n","__________________________________________________________________________________________________\n","average_pooling2d_2 (AveragePoo (None, None, None, 2 0           mixed0[0][0]                     \n","__________________________________________________________________________________________________\n","conv2d_13 (Conv2D)              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activation_23[0][0]              \n","__________________________________________________________________________________________________\n","batch_normalization_21 (BatchNo (None, None, None, 4 144         conv2d_21[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_24 (BatchNo (None, None, None, 9 288         conv2d_24[0][0]                  \n","__________________________________________________________________________________________________\n","activation_21 (Activation)      (None, None, None, 4 0           batch_normalization_21[0][0]     \n","__________________________________________________________________________________________________\n","activation_24 (Activation)      (None, None, None, 9 0           batch_normalization_24[0][0]     \n","__________________________________________________________________________________________________\n","average_pooling2d_3 (AveragePoo 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conv2d_27[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_30 (BatchNo (None, None, None, 9 288         conv2d_30[0][0]                  \n","__________________________________________________________________________________________________\n","activation_27 (Activation)      (None, None, None, 3 0           batch_normalization_27[0][0]     \n","__________________________________________________________________________________________________\n","activation_30 (Activation)      (None, None, None, 9 0           batch_normalization_30[0][0]     \n","__________________________________________________________________________________________________\n","max_pooling2d_3 (MaxPooling2D)  (None, None, None, 2 0           mixed2[0][0]                     \n","__________________________________________________________________________________________________\n","mixed3 (Concatenate)            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activation_36[0][0]              \n","__________________________________________________________________________________________________\n","batch_normalization_32 (BatchNo (None, None, None, 1 384         conv2d_32[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_37 (BatchNo (None, None, None, 1 384         conv2d_37[0][0]                  \n","__________________________________________________________________________________________________\n","activation_32 (Activation)      (None, None, None, 1 0           batch_normalization_32[0][0]     \n","__________________________________________________________________________________________________\n","activation_37 (Activation)      (None, None, None, 1 0           batch_normalization_37[0][0]     \n","__________________________________________________________________________________________________\n","conv2d_33 (Conv2D)              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activation_38[0][0]              \n","__________________________________________________________________________________________________\n","conv2d_40 (Conv2D)              (None, None, None, 1 147456      average_pooling2d_4[0][0]        \n","__________________________________________________________________________________________________\n","batch_normalization_31 (BatchNo (None, None, None, 1 576         conv2d_31[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_34 (BatchNo (None, None, None, 1 576         conv2d_34[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_39 (BatchNo (None, None, None, 1 576         conv2d_39[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_40 (BatchNo 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mixed5[0][0]                     \n","__________________________________________________________________________________________________\n","conv2d_54 (Conv2D)              (None, None, None, 1 215040      activation_53[0][0]              \n","__________________________________________________________________________________________________\n","conv2d_59 (Conv2D)              (None, None, None, 1 215040      activation_58[0][0]              \n","__________________________________________________________________________________________________\n","conv2d_60 (Conv2D)              (None, None, None, 1 147456      average_pooling2d_6[0][0]        \n","__________________________________________________________________________________________________\n","batch_normalization_51 (BatchNo (None, None, None, 1 576         conv2d_51[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_54 (BatchNo 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\n","__________________________________________________________________________________________________\n","conv2d_65 (Conv2D)              (None, None, None, 1 147456      mixed6[0][0]                     \n","__________________________________________________________________________________________________\n","batch_normalization_65 (BatchNo (None, None, None, 1 576         conv2d_65[0][0]                  \n","__________________________________________________________________________________________________\n","activation_65 (Activation)      (None, None, None, 1 0           batch_normalization_65[0][0]     \n","__________________________________________________________________________________________________\n","conv2d_66 (Conv2D)              (None, None, None, 1 258048      activation_65[0][0]              \n","__________________________________________________________________________________________________\n","batch_normalization_66 (BatchNo (None, None, None, 1 576         conv2d_66[0][0]                  \n","__________________________________________________________________________________________________\n","activation_66 (Activation)      (None, None, None, 1 0           batch_normalization_66[0][0]     \n","__________________________________________________________________________________________________\n","conv2d_62 (Conv2D)              (None, None, None, 1 147456      mixed6[0][0]                     \n","__________________________________________________________________________________________________\n","conv2d_67 (Conv2D)              (None, None, None, 1 258048      activation_66[0][0]              \n","__________________________________________________________________________________________________\n","batch_normalization_62 (BatchNo (None, None, None, 1 576         conv2d_62[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_67 (BatchNo (None, None, None, 1 576         conv2d_67[0][0]                  \n","__________________________________________________________________________________________________\n","activation_62 (Activation)      (None, None, None, 1 0           batch_normalization_62[0][0]     \n","__________________________________________________________________________________________________\n","activation_67 (Activation)      (None, None, None, 1 0           batch_normalization_67[0][0]     \n","__________________________________________________________________________________________________\n","conv2d_63 (Conv2D)              (None, None, None, 1 258048      activation_62[0][0]              \n","__________________________________________________________________________________________________\n","conv2d_68 (Conv2D)              (None, None, None, 1 258048      activation_67[0][0]              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mixed6[0][0]                     \n","__________________________________________________________________________________________________\n","conv2d_61 (Conv2D)              (None, None, None, 1 147456      mixed6[0][0]                     \n","__________________________________________________________________________________________________\n","conv2d_64 (Conv2D)              (None, None, None, 1 258048      activation_63[0][0]              \n","__________________________________________________________________________________________________\n","conv2d_69 (Conv2D)              (None, None, None, 1 258048      activation_68[0][0]              \n","__________________________________________________________________________________________________\n","conv2d_70 (Conv2D)              (None, None, None, 1 147456      average_pooling2d_7[0][0]        \n","__________________________________________________________________________________________________\n","batch_normalization_61 (BatchNo (None, None, None, 1 576         conv2d_61[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_64 (BatchNo (None, None, None, 1 576         conv2d_64[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_69 (BatchNo (None, None, None, 1 576         conv2d_69[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_70 (BatchNo (None, None, None, 1 576         conv2d_70[0][0]                  \n","__________________________________________________________________________________________________\n","activation_61 (Activation)      (None, None, None, 1 0           batch_normalization_61[0][0]     \n","__________________________________________________________________________________________________\n","activation_64 (Activation)      (None, None, None, 1 0           batch_normalization_64[0][0]     \n","__________________________________________________________________________________________________\n","activation_69 (Activation)      (None, None, None, 1 0           batch_normalization_69[0][0]     \n","__________________________________________________________________________________________________\n","activation_70 (Activation)      (None, None, None, 1 0           batch_normalization_70[0][0]     \n","__________________________________________________________________________________________________\n","mixed7 (Concatenate)            (None, None, None, 7 0           activation_61[0][0]              \n","                                                                 activation_64[0][0]              \n","                                                                 activation_69[0][0]              \n","                                                                 activation_70[0][0]              \n","__________________________________________________________________________________________________\n","conv2d_73 (Conv2D)              (None, None, None, 1 147456      mixed7[0][0]                     \n","__________________________________________________________________________________________________\n","batch_normalization_73 (BatchNo (None, None, None, 1 576         conv2d_73[0][0]                  \n","__________________________________________________________________________________________________\n","activation_73 (Activation)      (None, None, None, 1 0           batch_normalization_73[0][0]     \n","__________________________________________________________________________________________________\n","conv2d_74 (Conv2D)              (None, None, None, 1 258048      activation_73[0][0]              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conv2d_71[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_75 (BatchNo (None, None, None, 1 576         conv2d_75[0][0]                  \n","__________________________________________________________________________________________________\n","activation_71 (Activation)      (None, None, None, 1 0           batch_normalization_71[0][0]     \n","__________________________________________________________________________________________________\n","activation_75 (Activation)      (None, None, None, 1 0           batch_normalization_75[0][0]     \n","__________________________________________________________________________________________________\n","conv2d_72 (Conv2D)              (None, None, None, 3 552960      activation_71[0][0]              \n","__________________________________________________________________________________________________\n","conv2d_76 (Conv2D)              (None, None, None, 1 331776      activation_75[0][0]              \n","__________________________________________________________________________________________________\n","batch_normalization_72 (BatchNo (None, None, None, 3 960         conv2d_72[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_76 (BatchNo (None, None, None, 1 576         conv2d_76[0][0]                  \n","__________________________________________________________________________________________________\n","activation_72 (Activation)      (None, None, None, 3 0           batch_normalization_72[0][0]     \n","__________________________________________________________________________________________________\n","activation_76 (Activation)      (None, None, None, 1 0           batch_normalization_76[0][0]     \n","__________________________________________________________________________________________________\n","max_pooling2d_4 (MaxPooling2D)  (None, None, None, 7 0           mixed7[0][0]                     \n","__________________________________________________________________________________________________\n","mixed8 (Concatenate)            (None, None, None, 1 0           activation_72[0][0]              \n","                                                                 activation_76[0][0]              \n","                                                                 max_pooling2d_4[0][0]            \n","__________________________________________________________________________________________________\n","conv2d_81 (Conv2D)              (None, None, None, 4 573440      mixed8[0][0]                     \n","__________________________________________________________________________________________________\n","batch_normalization_81 (BatchNo (None, None, None, 4 1344        conv2d_81[0][0]                  \n","__________________________________________________________________________________________________\n","activation_81 (Activation)      (None, None, None, 4 0           batch_normalization_81[0][0]     \n","__________________________________________________________________________________________________\n","conv2d_78 (Conv2D)              (None, None, None, 3 491520      mixed8[0][0]                     \n","__________________________________________________________________________________________________\n","conv2d_82 (Conv2D)              (None, None, None, 3 1548288     activation_81[0][0]              \n","__________________________________________________________________________________________________\n","batch_normalization_78 (BatchNo (None, None, None, 3 1152        conv2d_78[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_82 (BatchNo (None, None, None, 3 1152        conv2d_82[0][0]                  \n","__________________________________________________________________________________________________\n","activation_78 (Activation)      (None, None, None, 3 0           batch_normalization_78[0][0]     \n","__________________________________________________________________________________________________\n","activation_82 (Activation)      (None, None, None, 3 0           batch_normalization_82[0][0]     \n","__________________________________________________________________________________________________\n","conv2d_79 (Conv2D)              (None, None, None, 3 442368      activation_78[0][0]              \n","__________________________________________________________________________________________________\n","conv2d_80 (Conv2D)              (None, None, None, 3 442368      activation_78[0][0]              \n","__________________________________________________________________________________________________\n","conv2d_83 (Conv2D)              (None, None, None, 3 442368      activation_82[0][0]              \n","__________________________________________________________________________________________________\n","conv2d_84 (Conv2D)              (None, None, None, 3 442368      activation_82[0][0]              \n","__________________________________________________________________________________________________\n","average_pooling2d_8 (AveragePoo (None, None, None, 1 0           mixed8[0][0]                     \n","__________________________________________________________________________________________________\n","conv2d_77 (Conv2D)              (None, None, None, 3 409600      mixed8[0][0]                     \n","__________________________________________________________________________________________________\n","batch_normalization_79 (BatchNo (None, None, None, 3 1152        conv2d_79[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_80 (BatchNo (None, None, None, 3 1152        conv2d_80[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_83 (BatchNo (None, None, None, 3 1152        conv2d_83[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_84 (BatchNo (None, None, None, 3 1152        conv2d_84[0][0]                  \n","__________________________________________________________________________________________________\n","conv2d_85 (Conv2D)              (None, None, None, 1 245760      average_pooling2d_8[0][0]        \n","__________________________________________________________________________________________________\n","batch_normalization_77 (BatchNo (None, None, None, 3 960         conv2d_77[0][0]                  \n","__________________________________________________________________________________________________\n","activation_79 (Activation)      (None, None, None, 3 0           batch_normalization_79[0][0]     \n","__________________________________________________________________________________________________\n","activation_80 (Activation)      (None, None, None, 3 0           batch_normalization_80[0][0]     \n","__________________________________________________________________________________________________\n","activation_83 (Activation)      (None, None, None, 3 0           batch_normalization_83[0][0]     \n","__________________________________________________________________________________________________\n","activation_84 (Activation)      (None, None, None, 3 0           batch_normalization_84[0][0]     \n","__________________________________________________________________________________________________\n","batch_normalization_85 (BatchNo (None, None, None, 1 576         conv2d_85[0][0]                  \n","__________________________________________________________________________________________________\n","activation_77 (Activation)      (None, None, None, 3 0           batch_normalization_77[0][0]     \n","__________________________________________________________________________________________________\n","mixed9_0 (Concatenate)          (None, None, None, 7 0           activation_79[0][0]              \n","                                                                 activation_80[0][0]              \n","__________________________________________________________________________________________________\n","concatenate_1 (Concatenate)     (None, None, None, 7 0           activation_83[0][0]              \n","                                                                 activation_84[0][0]              \n","__________________________________________________________________________________________________\n","activation_85 (Activation)      (None, None, None, 1 0           batch_normalization_85[0][0]     \n","__________________________________________________________________________________________________\n","mixed9 (Concatenate)            (None, None, None, 2 0           activation_77[0][0]              \n","                                                                 mixed9_0[0][0]                   \n","                                                                 concatenate_1[0][0]              \n","                                                                 activation_85[0][0]              \n","__________________________________________________________________________________________________\n","conv2d_90 (Conv2D)              (None, None, None, 4 917504      mixed9[0][0]                     \n","__________________________________________________________________________________________________\n","batch_normalization_90 (BatchNo (None, None, None, 4 1344        conv2d_90[0][0]                  \n","__________________________________________________________________________________________________\n","activation_90 (Activation)      (None, None, None, 4 0           batch_normalization_90[0][0]     \n","__________________________________________________________________________________________________\n","conv2d_87 (Conv2D)              (None, None, None, 3 786432      mixed9[0][0]                     \n","__________________________________________________________________________________________________\n","conv2d_91 (Conv2D)              (None, None, None, 3 1548288     activation_90[0][0]              \n","__________________________________________________________________________________________________\n","batch_normalization_87 (BatchNo (None, None, None, 3 1152        conv2d_87[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_91 (BatchNo (None, None, None, 3 1152        conv2d_91[0][0]                  \n","__________________________________________________________________________________________________\n","activation_87 (Activation)      (None, None, None, 3 0           batch_normalization_87[0][0]     \n","__________________________________________________________________________________________________\n","activation_91 (Activation)      (None, None, None, 3 0           batch_normalization_91[0][0]     \n","__________________________________________________________________________________________________\n","conv2d_88 (Conv2D)              (None, None, None, 3 442368      activation_87[0][0]              \n","__________________________________________________________________________________________________\n","conv2d_89 (Conv2D)              (None, None, None, 3 442368      activation_87[0][0]              \n","__________________________________________________________________________________________________\n","conv2d_92 (Conv2D)              (None, None, None, 3 442368      activation_91[0][0]              \n","__________________________________________________________________________________________________\n","conv2d_93 (Conv2D)              (None, None, None, 3 442368      activation_91[0][0]              \n","__________________________________________________________________________________________________\n","average_pooling2d_9 (AveragePoo (None, None, None, 2 0           mixed9[0][0]                     \n","__________________________________________________________________________________________________\n","conv2d_86 (Conv2D)              (None, None, None, 3 655360      mixed9[0][0]                     \n","__________________________________________________________________________________________________\n","batch_normalization_88 (BatchNo (None, None, None, 3 1152        conv2d_88[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_89 (BatchNo (None, None, None, 3 1152        conv2d_89[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_92 (BatchNo (None, None, None, 3 1152        conv2d_92[0][0]                  \n","__________________________________________________________________________________________________\n","batch_normalization_93 (BatchNo (None, None, None, 3 1152        conv2d_93[0][0]                  \n","__________________________________________________________________________________________________\n","conv2d_94 (Conv2D)              (None, None, None, 1 393216      average_pooling2d_9[0][0]        \n","__________________________________________________________________________________________________\n","batch_normalization_86 (BatchNo (None, None, None, 3 960         conv2d_86[0][0]                  \n","__________________________________________________________________________________________________\n","activation_88 (Activation)      (None, None, None, 3 0           batch_normalization_88[0][0]     \n","__________________________________________________________________________________________________\n","activation_89 (Activation)      (None, None, None, 3 0           batch_normalization_89[0][0]     \n","__________________________________________________________________________________________________\n","activation_92 (Activation)      (None, None, None, 3 0           batch_normalization_92[0][0]     \n","__________________________________________________________________________________________________\n","activation_93 (Activation)      (None, None, None, 3 0           batch_normalization_93[0][0]     \n","__________________________________________________________________________________________________\n","batch_normalization_94 (BatchNo (None, None, None, 1 576         conv2d_94[0][0]                  \n","__________________________________________________________________________________________________\n","activation_86 (Activation)      (None, None, None, 3 0           batch_normalization_86[0][0]     \n","__________________________________________________________________________________________________\n","mixed9_1 (Concatenate)          (None, None, None, 7 0           activation_88[0][0]              \n","                                                                 activation_89[0][0]              \n","__________________________________________________________________________________________________\n","concatenate_2 (Concatenate)     (None, None, None, 7 0           activation_92[0][0]              \n","                                                                 activation_93[0][0]              \n","__________________________________________________________________________________________________\n","activation_94 (Activation)      (None, None, None, 1 0           batch_normalization_94[0][0]     \n","__________________________________________________________________________________________________\n","mixed10 (Concatenate)           (None, None, None, 2 0           activation_86[0][0]              \n","                                                                 mixed9_1[0][0]                   \n","                                                                 concatenate_2[0][0]              \n","                                                                 activation_94[0][0]              \n","__________________________________________________________________________________________________\n","avg_pool (GlobalAveragePooling2 (None, 2048)         0           mixed10[0][0]                    \n","__________________________________________________________________________________________________\n","predictions (Dense)             (None, 1000)         2049000     avg_pool[0][0]                   \n","==================================================================================================\n","Total params: 23,851,784\n","Trainable params: 23,817,352\n","Non-trainable params: 34,432\n","__________________________________________________________________________________________________\n"],"name":"stdout"}]},{"metadata":{"id":"5U7FCDlRjlO9","colab_type":"code","colab":{}},"cell_type":"code","source":["from keras.models import Model\n","\n","new_input = model.input\n","hidden_layer = model.layers[-2].output\n","\n","model_new = Model(new_input, hidden_layer)"],"execution_count":0,"outputs":[]},{"metadata":{"id":"_9mIjOuYjwqs","colab_type":"code","colab":{}},"cell_type":"code","source":["def encode(image):\n","    image = preprocess(image)\n","    temp_enc = model_new.predict(image)\n","    temp_enc = np.reshape(temp_enc, temp_enc.shape[1])\n","    return temp_enc"],"execution_count":0,"outputs":[]},{"metadata":{"id":"HkcEW27EjzrL","colab_type":"code","colab":{}},"cell_type":"code","source":["encoding_train = pickle.load(open('drive/encoded_images_inceptionV3.p', 'rb'))"],"execution_count":0,"outputs":[]},{"metadata":{"id":"XTnyt9olj7gl","colab_type":"code","colab":{}},"cell_type":"code","source":["encoding_test = pickle.load(open('drive/encoded_images_test_inceptionV3.p', 'rb'))"],"execution_count":0,"outputs":[]},{"metadata":{"id":"2DWHxW_FkBgJ","colab_type":"code","colab":{}},"cell_type":"code","source":["train_dict = {}\n","for i in train_img_path:\n","    if i[len(image_path):] in caption_dict:\n","        train_dict[i] = caption_dict[i[len(image_path):]]"],"execution_count":0,"outputs":[]},{"metadata":{"id":"1O82ygMGkdvn","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":85139},"outputId":"772de837-7f78-403e-f9a9-d9b3ba8ca0f9","executionInfo":{"status":"ok","timestamp":1533198591338,"user_tz":-330,"elapsed":1261,"user":{"displayName":"Prakhar Gupta","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s128","userId":"116895666417420036762"}}},"cell_type":"code","source":["train_dict[\"drive/image_dataset/Flicker8k_Dataset/1095590286_c654f7e5a9.jpg\"],caption_dict"],"execution_count":32,"outputs":[{"output_type":"execute_result","data":{"text/plain":["(['A blond dog and a black and white dog run in a dirt field .',\n","  'a dog chases another dog .',\n","  'A yellow dog and a black and white dog are running in the dirt .',\n","  'Two dogs are running in a field .',\n","  'two dogs running around'],\n"," {'1000268201_693b08cb0e.jpg': ['A child in a pink dress is climbing up a set of stairs in an entry way .',\n","   'A girl going into a wooden building .',\n","   'A little girl climbing into a wooden playhouse .',\n","   'A little girl climbing the stairs to her playhouse .',\n","   'A little girl in a pink dress going into a wooden cabin .'],\n","  '1001773457_577c3a7d70.jpg': ['A black dog and a spotted dog are fighting',\n","   'A black dog and a tri-colored dog playing with each other on the road .',\n","   'A black dog and a white dog with brown spots are staring at each other in the street .',\n","   'Two dogs of different breeds looking at each other on the road .',\n","   'Two dogs on pavement moving toward each other .'],\n","  '1002674143_1b742ab4b8.jpg': ['A little girl covered in paint sits in front of a painted rainbow with her hands in a bowl .',\n","   'A little girl is sitting in front of a large painted rainbow .',\n","   'A small girl in the grass plays with fingerpaints in front of a white canvas with a rainbow on it .',\n","   'There is a girl with pigtails sitting in front of a rainbow painting .',\n","   'Young girl with pigtails painting outside in the grass .'],\n","  '1003163366_44323f5815.jpg': ['A man lays on a bench while his dog sits by him .',\n","   'A man lays on the bench to which a white dog is also tied .',\n","   'a man sleeping on a bench outside with a white and black dog sitting next to him .',\n","   'A shirtless man lies on a park bench with his dog .',\n","   'man laying on bench holding leash of dog sitting on ground'],\n","  '1007129816_e794419615.jpg': ['A man in an orange hat starring at something .',\n","   'A man wears an orange hat and glasses .',\n","   'A man with gauges and glasses is wearing a Blitz hat .',\n","   'A man with glasses is wearing a beer can crocheted hat .',\n","   'The man with pierced ears is wearing glasses and an orange hat .'],\n","  '1007320043_627395c3d8.jpg': ['A child playing on a rope net .',\n","   'A little girl climbing on red roping .',\n","   'A little girl in pink climbs a rope bridge at the park .',\n","   'A small child grips onto the red ropes at the playground .',\n","   'The small child climbs on a red ropes on a playground .'],\n","  '1009434119_febe49276a.jpg': ['A black and white dog is running in a grassy garden surrounded by a white fence .',\n","   'A black and white dog is running through the grass .',\n","   'A Boston terrier is running in the grass .',\n","   'A Boston Terrier is running on lush green grass in front of a white fence .',\n","   'A dog runs on the green grass near a wooden fence .'],\n","  '1012212859_01547e3f17.jpg': ['A dog shakes its head near the shore , a red ball next to it .',\n","   'A white dog shakes on the edge of a beach with an orange ball .',\n","   'Dog with orange ball at feet , stands on shore shaking off water',\n","   'White dog playing with a red ball on the shore near the water .',\n","   'White dog with brown ears standing near water with head turned to one side .'],\n","  '1015118661_980735411b.jpg': ['A boy smiles in front of a stony wall in a city .',\n","   'A little boy is standing on the street while a man in overalls is working on a stone wall .',\n","   'A young boy runs aross the street .',\n","   'A young child is walking on a stone paved street with a metal pole and a man behind him .',\n","   'Smiling boy in white shirt and blue jeans in front of rock wall with man in overalls behind him .'],\n","  '1015584366_dfcec3c85a.jpg': ['A black dog leaps over a log .',\n","   'A grey dog is leaping over a fallen tree .',\n","   'A large black dog leaps a fallen log .',\n","   'A mottled black and grey dog in a blue collar jumping over a fallen tree .',\n","   'The black dog jumped the tree stump .'],\n","  '101654506_8eb26cfb60.jpg': ['A brown and white dog is running through the snow .',\n","   'A dog is running in the snow',\n","   'A dog running through snow .',\n","   'a white and brown dog is running through a snow covered field .',\n","   'The white and brown dog is running over the surface of the snow .'],\n","  '101669240_b2d3e7f17b.jpg': ['A man in a hat is displaying pictures next to a skier in a blue hat .',\n","   'A man skis past another man displaying paintings in the snow .',\n","   'A person wearing skis looking at framed pictures set up in the snow .',\n","   'A skier looks at framed pictures in the snow next to trees .',\n","   'Man on skis looking at artwork for sale in the snow'],\n","  '1016887272_03199f49c4.jpg': ['A collage of one person climbing a cliff .',\n","   'A group of people are rock climbing on a rock climbing wall .',\n","   'A group of people climbing a rock while one man belays',\n","   'Seven climbers are ascending a rock face whilst another man stands holding the rope .',\n","   'Several climbers in a row are climbing the rock while the man in red watches and holds the line .'],\n","  '1019077836_6fc9b15408.jpg': ['A brown dog chases the water from a sprinkler on a lawn .',\n","   'a brown dog plays with the hose .',\n","   'A brown dog running on a lawn near a garden hose',\n","   'A dog is playing with a hose .',\n","   'Large brown dog running away from the sprinkler in the grass .'],\n","  '1019604187_d087bf9a5f.jpg': ['A dog prepares to catch a thrown object in a field with nearby cars .',\n","   'A white dog is about to catch a yellow ball in its mouth .',\n","   'A white dog is about to catch a yellow dog toy .',\n","   'A white dog is ready to catch a yellow ball flying through the air .',\n","   'A white dog running after a yellow ball'],\n","  '1020651753_06077ec457.jpg': ['a black and white dog jumping in the air to get a toy .',\n","   'A black and white dog jumps up towards a yellow toy .',\n","   'A dog leaps to catch a ball in a field .',\n","   'A white dog is trying to catch a ball in midair over a grassy field .',\n","   'The white dog is playing in a green field with a yellow toy .'],\n","  '1022454332_6af2c1449a.jpg': ['A child and a woman are at waters 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sequined costume and feather stands on the sidewalk .',\n","   'The girl in the salmon colored bikini is standing next to two young people ; one is wearing a black outfit and the other is drinking pop .',\n","   'Two young people are approached by a flamboyant young woman dressed in a red bikini and a red feathered headress .'],\n","  '108898978_7713be88fc.jpg': ['Skiiers walking up the hill through a forest .',\n","   'Two men are skiing in the snow in a wooded area .',\n","   'Two people wearing yellow jackets cross-country skiing .',\n","   'Two skiers are making their way through woodland .',\n","   'Two skiers are sliding down a trail in the woods .'],\n","  '108899015_bf36131a57.jpg': ['A lone skier is making their way up a mountain .',\n","   'Skiiers at the top of a snow covered hill .',\n","   'Two hikers climbing a snowy hill .',\n","   'Two people are on a snow-covered mountain .',\n","   'Two people climbing up a snowy mountain .'],\n","  '1089181217_ee1167f7af.jpg': ['a 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mountains .',\n","   'Woman n blue jacket sits on daft horse near a frozen lake .'],\n","  '109202801_c6381eef15.jpg': ['Two draft horses pull a cart through the snow .',\n","   'Two golden brown horses pull a sleigh driven by a woman in a blue coat .',\n","   'Two horses are pulling a woman in a cart .',\n","   'Two horses pull a carriage driven by a woman over snow covered ground .',\n","   'Two horses pulling a sled steered by a smiling blond woman .'],\n","  '109260216_85b0be5378.jpg': ['A person climbing down a sheer rock cliff using a rope',\n","   'A person climbs a tall , flat mountain while holding onto a safety rope .',\n","   'A person is climbing a rock while holding onto a white rope .',\n","   'A person rappels down a steep incline .',\n","   'A person wearing a red vest climbs up a steep rock .'],\n","  '109260218_fca831f933.jpg': ['People stand inside a rock dome .',\n","   'Shaft of light in a cave shows three spelunkers',\n","   'Spelunkers pose inside a rock cavern 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underwater .',\n","   'A red-headed boy swimming underwater .',\n","   'A small boy swimming underwater',\n","   'A smiling boy swims underwater in a pool .',\n","   'The boys smiles underwater at the pool .'],\n","  '1096395242_fc69f0ae5a.jpg': ['A boy with a toy gun .',\n","   'A little boy in orange shorts playing with a toy .',\n","   'A young boy with his foot outstretched aims a toy at the camera in front of a fireplace .',\n","   'A young child plays with his new light-up toy .',\n","   'Boy with toy gun pointed at the camera .'],\n","  '109671650_f7bbc297fa.jpg': ['A boy in yellow shorts is standing on top of a cliff .',\n","   'A boy wearing blue and yellow walking on a cliff edge .',\n","   'A little boy standing high in the air on a rock .',\n","   'A young child is standing alone on some jagged rocks .',\n","   'Child stands near edge of cliff .'],\n","  '109738763_90541ef30d.jpg': ['A person on a snowmobile in mid jump .',\n","   'A snowmobiler flies through the air .',\n","   'A snowmobile rider flies through the air on his or her machine in front of tall pine trees .',\n","   'Rider jumps snowmobile high in rural area .',\n","   'The man is up in the air .'],\n","  '109738916_236dc456ac.jpg': ['People are riding around on snowmobiles .',\n","   'People pose with helmets and goggles on while riding snowmobiles .',\n","   'Several people are taking a break while on a snowmobiling ride .',\n","   'Three people and two snowmobiles .',\n","   'Two helmeted men sit on yellow snowmobiles while another man stands behind watching .'],\n","  '109823394_83fcb735e1.jpg': ['Three people drive ATVs .',\n","   'Three people on ATVs in a brown field turn their heads to look at the camera .',\n","   \"Three people on ATV 's outside .\",\n","   \"three people on four wheel ATV 's in a field .\",\n","   'Three people ride their four wheelers through the field .'],\n","  '109823395_6fb423a90f.jpg': ['A four wheeler jumping in an empty field .',\n","   'A man on a four wheeler is flying through the air .',\n","   'A person is riding an orange ATV in a large empty field .',\n","   'Man jumping with all terrain vehicle',\n","   'Man on an ATV catching air !'],\n","  '109823397_e35154645f.jpg': ['A man jumps gin the air while riding an ATV',\n","   'A man on a four-wheeler jumps near a small building .',\n","   'An ATV is airborne over a field in front of a white structure .',\n","   'A person dressed in a tan jacket jumps a quad over a harvested cornfield in front of a small out building .',\n","   'Man on four wheeler in the air .'],\n","  '1100214449_d10861e633.jpg': ['A boy in s striped shirt is jumping in front of a water fountain .',\n","   'A boy is jumping off the side of a running stone water fountain in front of a building .',\n","   'A happy boy is jumping in front OD city fountain .',\n","   'A little boy is jumping in front of a fountain .',\n","   'A little boy is playfully jumping off the side of a fountain .'],\n","  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people watch .',\n","   'An agile dog catches a Frisbee while a crowd of onlookers watches closely .'],\n","  '1112212364_0c48235fc2.jpg': ['A baby is sitting on and playing with smooth rocks .',\n","   'A baby is stacking rocks on the beach .',\n","   'A small boy is playing with rocks',\n","   'A toddler sitting on a pile of rocks holding a rock at a beach .',\n","   'Toddler sits on a pile of rocks .'],\n","  '111497985_38e9f88856.jpg': ['A kid rock climbing against the backdrop of a green valley',\n","   'A woman in a striped shirt climbs up a mountain .',\n","   'A young man climbs a rocky hill .',\n","   'The person has a striped shirt on and is holding on to a rope on a mountain .',\n","   'The person in the striped shirt is mountain climbing .'],\n","  '111537217_082a4ba060.jpg': ['A man climbing a rock wall',\n","   'A man climbing the side of a cliff .',\n","   'A man is rock climbing .',\n","   'Man with red shoes , white shirt and grey pants climbing .',\n","   'The young man with the white t-shirt and jeans is rappeling up the rock wall .'],\n","  '111537222_07e56d5a30.jpg': ['A climber wearing a blue helmet and headlamp is attached to a rope on the rock face .',\n","   'A man climbs a rocky wall .',\n","   'a rock climber climbs a large rock .',\n","   'A woman in purple snakeskin pants climbs a rock .',\n","   'Person with blue helmet and purple pants is rock climbing .'],\n","  '1115565519_d976d4b1f1.jpg': ['A child playing with a fountain at the beach .',\n","   'A child plays with a fountain .',\n","   'A girl looks at a fountain that sprays water .',\n","   'A little girl playing in water on a frog sculpture .',\n","   'The little girl is playing with a toy in a public fountain .'],\n","  '1115679311_245eff2f4b.jpg': ['A black dog is jumping over a log along a beach .',\n","   'A black dog runs along the beach and jumps over a wood barrior .',\n","   'A dog is running on the beach .',\n","   'a dog jumping over a small wall at a beach near the water .',\n","   'An animal is running on the beach .'],\n","  '111766423_4522d36e56.jpg': [\"A black and white bird eating seeds out of someone 's hand\",\n","   'A black and white bird standing on a hand .',\n","   \"A small bird sits in a person 's hand and eats seeds .\",\n","   'Black and white bird standing on hand of someone holding sunflower seeds',\n","   'The small bird is clinging to a finger of the hand holding the seeds .'],\n","  '1117972841_2b9261f95f.jpg': ['A brown dog is running in the sand .',\n","   'A brown dog playing in the sand .',\n","   'A brown dog plays at the beach .',\n","   'A dog is standing in the sand .',\n","   'A dog running fast in the sand .'],\n","  '1118557877_736f339752.jpg': ['A little boy stands in the surf .',\n","   'A small child wades through the water while being guided by another person .',\n","   'A young boy laughs while splashing in the ocean .',\n","   'a young boy wearing a colorful bathing suit splashing in the ocean',\n","   'A young child splashing in water .'],\n","  '1119015538_e8e796281e.jpg': ['A little tan dog with large ears running through the grass .',\n","   'A playful dog is running through the grass .',\n","   'A small dogs ears stick up as it runs in the grass .',\n","   'The small dog is running across the lawn .',\n","   'this is a small beige dog running through a grassy field'],\n","  '1119418776_58e4b93eac.jpg': ['A black and white dog is running through the field .',\n","   'A black , brown and white dog running through a field .',\n","   'A brown , black and white dog is running through a large field with its mouth open .',\n","   'A dog running in a field .',\n","   'A dog with its mouth open running through a field torwards the camera .'],\n","  '1119463452_69d4eecd08.jpg': ['A girl in a pink swimsuit in a pool',\n","   'A girl swimming in a pool .',\n","   'A little girl in a pink bathing suit swimming in a pool .',\n","   'A little girl swimming in a pool .',\n","   'Smiling little girl swimming in outdoor pool .'],\n","  '1121416483_c7902d0d49.jpg': ['A child is standing on her head .',\n","   'A little girl standing on her head .',\n","   'A small child doing a handstand on a bed .',\n","   'A young girl does a handstand on a bed with blue sheets .',\n","   'The girl is upside down on a bed'],\n","  '112178718_87270d9b4d.jpg': ['A guy stands in the sand with a snowboard behind him .',\n","   'A man holds a surfboard on the beach .',\n","   'a man holds his snowboard in the sand .',\n","   'A man with his surfboard stands in the sand .',\n","   'Man is standing on white sand and holding a snowboard .'],\n","  '112243673_fd68255217.jpg': ['People on ATVs and dirt bikes are traveling along a worn path in a field surrounded by trees .',\n","   \"Three people are riding around on ATV 's and motorcycles .\",\n","   'Three people on motorbikes follow a trail through dry grass .',\n","   'Three people on two dirt-bikes and one four-wheeler are riding through brown grass .',\n","   'Three people ride off-road bikes through a field surrounded by trees .'],\n","  '1122944218_8eb3607403.jpg': ['A baby in a white garment holds a flag with crescent moon and star .',\n","   'A baby is holding a small black flag with a moon and a star on it .',\n","   'A baby wearing a white gown waves a Muslim flag .',\n","   'A little toddler dressed in white is smiling while a lady helps him wave a flag .',\n","   'Baby in white outfit holding black and white flag .'],\n","  '1124448967_2221af8dc5.jpg': ['A half naked man is sleeping on his chair outdoors .',\n","   'An older man sits back and relaxes on a patio outside an adobe building where many bicycles are propped .',\n","   'A shirtless man in a white cap relaxes in a deck chair , close to three parked bicycles .',\n","   'Man relaxing in a folding chair on the street .',\n","   'Topless old man wearing slippers , navy blue pants and a white hat while reclining in a chair outside .'],\n","  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 'A brown dog swims through water outdoors with a tennis ball in its mouth .',\n","   'A red dog , holding a ball , splashes through vegetation filled water .',\n","   'Brown dog with tennis ball in mouth , in water and bushes .'],\n","  '1130401779_8c30182e3e.jpg': ['Two brown dogs are creating large splashes as they run in a river .',\n","   'Two brown dogs in the water .',\n","   'Two brown dogs running through water .',\n","   'Two brown dogs runs through the water .',\n","   'Two dogs splash through the water .'],\n","  '1131155939_b4b457b05e.jpg': ['A black dog runs into the ocean next to a pile of seaweed .',\n","   'A black lav runs into the water on the beach , with swimmers in the distance and sea kelp in the foreground .',\n","   'A dog at the shore of an ocean , with seaweed in foreground .',\n","   'A dog is running in the waves at the beach .',\n","   'A pile of seaweed sits on the sand , behind it a big black dog is running in the water .'],\n","  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men with backpacks are sitting on cardboard along a railing .',\n","   'Two older men with backpacks sit at a bus station .'],\n","  '1131932671_c8d17751b3.jpg': ['A boy is jumping on a bed .',\n","   'A boy jumped up from the green bed .',\n","   'A boy jumps from one bed to another .',\n","   'A small child is jumping on a bed .',\n","   'The boy in blue shorts is bouncing on the bed .'],\n","  '1132772170_600610c5df.jpg': ['A child leaping from bed to bed behind the back of a man .',\n","   'A man is standing with his arms folded looking at something while the person behind him is jumping onto one of the two beds in the room .',\n","   'a man wearing a yellow shirt standing in the middle of two beds that a boy is jumping on in the background',\n","   'A young child jumping on the bed as a man looks the other way .',\n","   'Man standing in the bedroom with little boy jumping into bed .'],\n","  '113678030_87a6a6e42e.jpg': ['A snowboarder sits on a slope with skiers and boarders nearby .',\n","   'A snowboarder takes a rest on the mountainside .',\n","   'Snowboarders sitting in the snow while skiers take the hill .',\n","   'The snowboarder is sitting down .',\n","   'Two skiers stand , two sit on slopes .'],\n","  '1138784872_69ade3f2ab.jpg': ['A girl in green walks down a city street .',\n","   'A small child in green clothing walks past a store opening and a woman in pink pants .',\n","   'A small child walks down a sidewalk .',\n","   'A young boy is walking in front of some stores',\n","   'The child in the green one piece suit is walking past a store window .'],\n","  '114051287_dd85625a04.jpg': ['A boy dressed in soccer attire and holding his shoes getting out of a car .',\n","   'A boy in a red soccer strip is holding his boots in his hand whilst stepping out of a car .',\n","   'A boy in glasses is wearing a red shirt .',\n","   'A child getting out of the car wearing soccer shoes .',\n","   'A young boy gets out of the van and prepares his shoes for wear during a soccer game .'],\n","  '1141718391_24164bf1b1.jpg': ['A bridge through high green plants , a man and a woman on it .',\n","   'A man and a woman are crossing over a rope bridge with greenery all over them .',\n","   'A man and a woman are walking across a rope bridge .',\n","   'A man and a woman crossing a suspension bridge in a tropical setting .',\n","   'Woman and man walking across wooden rope bridge with a caution sign beside it .'],\n","  '1141739219_2c47195e4c.jpg': ['A family gathered at a painted van',\n","   'A girl climbing down from the side of a bright blue truck while others watch .',\n","   'A man is helping a girl step down from a colorful truck whilst a woman and three children watch .',\n","   'A very colorful bus is pulled off to the side of the road as its passengers load .',\n","   'Two women and four children standing next to a brightly painted truck .'],\n","  '1142283988_6b227c5231.jpg': ['A blond woman poses with a person in a pink costume .',\n","   'A smiling woman holds a person dressed in a pig costume .',\n","   \"A young woman hugs a young man who 's wearing a pink costume .\",\n","   'Blond embracing young man in pink costume , at event',\n","   'Two people are hugging and one is wearing a pink-hooded stretch top .'],\n","  '1142847777_2a0c1c2551.jpg': ['A bicyclist riding on a city street .',\n","   'A woman in a blue helmet and brown shorts rides her bike on a busy street .',\n","   'A woman is riding a blue bike .',\n","   'A woman is riding her bicycle in traffic',\n","   'A woman wearing a blue helmet rides her bicycle in a parking lot .'],\n","  '1143373711_2e90b7b799.jpg': ['A bicycle rider is crossing a street .',\n","   'A bicyclist getting ready to cross a street .',\n","   'A biker in spandex riding on a busy street .',\n","   'A man in blue and white biking gear rides down a busy street .',\n","   'a man wearing a helmet riding his bicycle down the street .'],\n","  '1143882946_1898d2eeb9.jpg': ['A lady wearing a helmet holding a bike .',\n","   'A woman in a blue vest and a sky blue helmet stands with her bicycle in traffic .',\n","   'A woman in a helmet rides her bike behind a car .',\n","   'A woman with a helmet and a backpack walks next to her bike .',\n","   'Women with bike and helmet wait for traffic .'],\n","  '1144288288_e5c9558b6a.jpg': ['A man in shorts is jogging along a street with a headset .',\n","   'A person in blue shorts and wearing a Walkman jogs .',\n","   'A woman in a white shirt and blue shorts is wearing headphones .',\n","   'A woman walks on a street wearing headphones .',\n","   'A woman wearing a white hat and shirt is jogging down a street with a plant store on the corner .'],\n","  '1148238960_f8cacec2fc.jpg': ['Bicyclists are standing at an intersection .',\n","   'Bicyclists waiting at an intersection .',\n","   'People on bicycles waiting at an intersection .',\n","   'People waiting at a light on bikes .',\n","   'three bikers stop in town .'],\n","  '1149179852_acad4d7300.jpg': ['A man without a shirt on is guiding a large brown horse pulling a green and yellow wagon .',\n","   'A shirtless man escorts a horse pulling a carriage along a paved road .',\n","   'A shirtless man leading a horse that is pulling a carriage .',\n","   'Shirtless man leading a small horse-drawn covered wagon down a road',\n","   'The shirtless man is walking the Shetland pony and carriage down the street .'],\n","  '114949897_490ca7eaec.jpg': ['A boy hits a ball off of a tee ball into to net .',\n","   'A child practices hitting a baseball into a net , while two adult men watch .',\n","   'A man holds a net while a boys bats a ball into it .',\n","   'The man is holding the net for the boy playing baseball .',\n","   'Three people put up a batting cage .'],\n","  '1151466868_3bc4d9580b.jpg': ['A small girl spins in the waves in the bright sun .',\n","   'A young girl plays in shallow water .',\n","   \"A young girl wears a shirt and shorts as she plays in the ocean 's surf .\",\n","   'Girl running through the water near the shore .',\n","   'The little girl splashes through the water .'],\n","  '1153704539_542f7aa3a5.jpg': ['A girl playing trumpet in a marching band .',\n","   'A teenager plays her trumpet on the field at a game .',\n","   'a young girl wearing a blue shirt marching in a band playing a trumpet',\n","   'Girl playing the trumpet in a marching band',\n","   'Girl wearing blue shirt and black shorts plays trumped outside .'],\n","  '1155138244_859fd6e079.jpg': ['A girl hands out Starbucks samples at a street fair .',\n","   'An Asian girl in a green hat and apron is serving drinks on a tray .',\n","   'a Starbucks barista offering up a tray of drinks',\n","   'The waitress offers complimentary tea to the patrons .',\n","   'Woman dressed in a green hat and apron is holding a try full of drink samples .'],\n","  '115684808_cb01227802.jpg': ['Three men are setting up a sledge on a snowy plain .',\n","   'Three men loading items on a sled .',\n","   'Three people and a sled .',\n","   'Three people are standing in the snow preparing an ice fishing boat .',\n","   'Three people in the snow put their gear in order .'],\n","  '1159574340_99ba8c3c59.jpg': ['A child jumping into a lake in a wooded area while another child plays on the shore .',\n","   'A child jumps into the water with his sneakers on .',\n","   'A kid jumping into a pool of water .',\n","   'Little boy in sneakers jumping into water .',\n","   'The man takes a leap into the water with his shoes on .'],\n","  '1160034462_16b38174fe.jpg': ['A elderly man in a straw hat is sitting on a bench .',\n","   'a elderly man sits alone on a park bench .',\n","   'An old man in a straw hat sits on a park bench .',\n","   'The old man in the brown hat is sitting on the bench .',\n","   'White haired man in gray sweater and a straw hat sitting on a bench under a tree .'],\n","  '1160441615_fe6b3c5277.jpg': ['Three girls are walking across a bridge covered with wood and surrounded by trees .',\n","   'Three girls walking along an arched garden pathway .',\n","   'Three girls walk under an arbor on a path surrounded by trees .',\n","   'Three women walking through a tunnel in a park .',\n","   'Three women walk through a plant covered atrium hallway .'],\n","  '1163282319_b729b24c46.jpg': ['A girl dressed in a red top , a red cap , and light colored shorts , sits on a rock outside .',\n","   'A little girl in a red hat and yellow flip flops sits on a rock .',\n","   'A little girl with a red hood and shirt is sitting with legs sprawled on a rock , her mouth open .',\n","   'A young girl wearing yellow flip-flops is sitting on a large boulder .',\n","   'The little girl sits on top of a rock .'],\n","  '116409198_0fe0c94f3b.jpg': ['A man eats near a tent in the snow .',\n","   'A man sitting near a tent in the snow and ice .',\n","   'A mountaineer sits in the snow in front of a yellow tent under clear blue sky .',\n","   'Person wearing a hooded jacket sitting on snow in front of a yellow tent .',\n","   'Young man in hooded jacket sitting on snow in mountain area .'],\n","  '1164131282_b30926f332.jpg': ['A grey dog beside a black and white dog running in green grass .',\n","   'two dogs are wrestling in a grassy field .',\n","   'two dogs , playing in a field , wrestling with each other',\n","   'Two dogs run along a grassy field while one bites the other .',\n","   'Two dogs wrestle in a field .'],\n","  '1164765687_7aca07bbe7.jpg': ['A man in a red shirt and glasses is bending down towards a small dog on a blanket with several stuffed animals .',\n","   'A man in a red shirt is giving toys to a small dog .',\n","   'A man is playing tug of war with his dog .',\n","   'A man playing with a black dog on a white blanket .',\n","   'A man playing with his dog on the blanket on the floor .'],\n","  '1167662968_e466f1e80a.jpg': ['A guy with a nose piercing .',\n","   'A man in a red cap with a nose ring .',\n","   'A teenage boy has a silver ring protruding from his nose .',\n","   'closeup picture of a man with a nose ring and a brown shirt',\n","   'Young man with a nose ring and a hat .'],\n","  '1167669558_87a8a467d6.jpg': ['A man in yellow grimaces .',\n","   'a man wearing a yellow shirt with a dramatic look on his face',\n","   'The man in the yellow t-shirt is pulling a large grin on his face .',\n","   'There is a man , wearing a yellow shirt , and grimacing .',\n","   'This man is smiling very big at the camera .'],\n","  '1167908324_8caab45e15.jpg': ['A man is standing by a group of video games in a bar .',\n","   'a man standing in a bar with a neon beer sign hanging on the wall',\n","   'A man stands next to a bank of computer gambling machines .',\n","   'A man stands next to three video game machines and a beer sign .',\n","   'A man stands next to three video machines .'],\n","  '1169307342_e7a4685a5c.jpg': ['A big brown dog plays with a smaller grey dog on the grass .',\n","   'The dark brown dog is playing with the light brown dog .',\n","   'Two brown dogs are running through the grass .',\n","   'Two brown dogs run side by side .',\n","   'Two dogs running and playing rough in the grass .'],\n","  '1174525839_7c1e6cfa86.jpg': ['A girl in blue is jumping on the shore as small waves approach her .',\n","   'A girl leaps into the air while standing by the ocean .',\n","   'A young , long-haired , girl on the beach , is jumping in the air .',\n","   'The girl is running into the ocean from the shore .',\n","   'The girls is jumping into the air on the beach .'],\n","  '1174629344_a2e1a2bdbf.jpg': ['A crowd of people walk down a busy sidewalk .',\n","   'A group of different people are walking in all different directions in a city .',\n","   'A group of people walking a city street in warm weather .',\n","   'Busy intersection in the summer time in a city',\n","   'People in summer clothes are walking on the sidewalk of a large city .'],\n","  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behind the snowy mountains .'],\n","  '127488876_f2d2a89588.jpg': ['One man in red shirt and black pants with a man in white shirt and tan shorts , golfing .',\n","   'Tree in the foreground , two men playing golf in the background .',\n","   'Two golfers are standing on the fairway looking off into the distance .',\n","   'Two golfers look off into the distance with hands blocking the sun .',\n","   'Two men looking into the distance on a golf course .'],\n","  '127490019_7c5c08cb11.jpg': ['A girl is getting ready to swing the club .',\n","   'A woman in shorts and a blue sleeveless shirt leans over a golf club .',\n","   'A woman is taking a swing with a golf club .',\n","   'A woman wearing a blue shirt and hat with khaki shorts plays golf .',\n","   'A woman wearing blue begins a golf swing .'],\n","  '1277185009_06478dd457.jpg': ['A man standing on a rocky mountain with gray clouds in the background .',\n","   'A man without a shirt is walking on top of lots of rocks .',\n","   'A shirtless man is walking on a rocky hill',\n","   'A shirtless man with a backpack .',\n","   'A topless person with a backpack is shown against on a pile of rocks with a cloudy background .'],\n","  '1277743944_f4e8c78403.jpg': ['A boy dressed in khaki shorts and a red shirt runs on a beach with green , white and blue structures and a half moon behind him .',\n","   'A boy in a red sweater running on the beach',\n","   'A boy wearing a red shirt runs along a beach .',\n","   'A boy wearing a red sweater runs along a colorful beach .',\n","   'Young boy in red runs on beach and passes white , blue and green beach huts .'],\n","  '1280147517_98767ca3b3.jpg': ['A boat on a lake .',\n","   'A wakeboarder flies sideways in the air .',\n","   'A waterskier performs tricks .',\n","   'A waterskiing man does a flip behind a speedboat .',\n","   'The waterskier does a flip behind a boat .'],\n","  '1280320287_b2a4b9b7bd.jpg': ['A man is pulled behind a boat on a knee board while another doing the same begins to fall .',\n","   'Two boys wakeboard .',\n","   'Two boys waterskiing .',\n","   'Two people are wakeboarding in the water and are being pulled by a boat .',\n","   'Two younger people are being pulled on watercraft behind a boat .'],\n","  '1282392036_5a0328eb86.jpg': ['A group of people in costume at a renaissance fair .',\n","   'People in costume at a renaissance fair .',\n","   'Two woman in colorful costumes look at a little girl wearing a brown vest .',\n","   'two women and a child are sitting by a cart of arrows in front of a booth at a medieval Fayre .',\n","   'Two women crouch near a small child at a medieval fair .'],\n","  '12830823_87d2654e31.jpg': ['Children sit and watch the fish moving in the pond',\n","   'people stare at the orange fish .',\n","   'Several people are standing near a fish pond .',\n","   'Some children watching fish in a pool .',\n","   'There are several people and children looking into water with a blue tiled floor and goldfish 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climbing onto a wooden platform .',\n","   'The boy is climbing .'],\n","  '1287064529_aa4e4f3c31.jpg': ['A black and tan dog in the snow',\n","   'A Brown furry husky dog sticking out his tongue .',\n","   'A dog wearing a blue harness stands in the snow and pants .',\n","   'A Husky dog wearing green straps is turning its head away from the object in front of it .',\n","   'A husky dog wearing the gear to pull a sled .'],\n","  '1287073593_f3d2a62455.jpg': ['A group of dogs pull a person on a dog sled up a hill .',\n","   'Dogsled rider pulled past flags on snowy hill .',\n","   'Dogs pulling a sled in a sled race .',\n","   'Five sled dogs are pulling a person on a sled , through the snow .',\n","   'The man is mushing his dogs on a snow trail'],\n","  '1287475186_2dee85f1a5.jpg': ['A boy sitting in water .',\n","   'A small boy is sitting in the water and water is splashing up through his legs .',\n","   'A young boy in a swimming suit sits in water .',\n","   'A young boy sitting on a water jet in a pool .',\n","   'Little boy sitting in water with a fountain coming up through his lap .'],\n","  '1287920676_d21a0b289b.jpg': ['A snow dog in a red harness .',\n","   'A white dog and a brown dog attached by harnesses .',\n","   'A white dog with red straps on it is looking back .',\n","   'The dog has red straps in its back .',\n","   'The dogs are joined together with a red harness .'],\n","  '1287931016_fb015e2e10.jpg': ['A black and a white dog on the snow .',\n","   'A black dog and a white dog are standing on snow .',\n","   'Two dogs , one black and one white , face the camera in a field of snow .',\n","   'Two dogs standing in the snow .',\n","   'two dogs stand in the snow .'],\n","  '1287982439_6578006e22.jpg': ['A big brown dog is jumping in the water and has his mouth wide open .',\n","   'A brown dog barks over its shoulder in the water .',\n","   'A dog jumping in the water at a beack .',\n","   'A dog runs through the water as he looks up at the sky 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gown down an orange slide .',\n","   'A small boy in water wings and a bathing suit slides down a water slide .',\n","   'A very young boy sliding down a slide into a swimming pool , wearing blue floaties .',\n","   'The small boy is sliding down a pool slide and is about to hit the water .'],\n","  '1303548017_47de590273.jpg': ['A girl poses on the train tracks near a station',\n","   'A woman wearing a green shirt stands on the railroad tracks .',\n","   'A young female in a green tank top and shorts standing in the middle of the railroad tracks .',\n","   'Girl with green tank top standing in the middle of a train track with multicolor train cars to the right .',\n","   'The girl with the green tank top and grey shorts is standing in the middle of the empty railroad track .'],\n","  '1303550623_cb43ac044a.jpg': ['A girl in a tank top and jean capris stands on railroad tracks .',\n","   'A girl is standing barefoot on the railroad tracks',\n","   'a girl stands in the train tracks 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'The girl with the blue bucket splashes beneath the pier .'],\n","  '1308617539_54e1a3dfbe.jpg': ['A boy is jumping from a body board into the ocean .',\n","   'A boy splashing through the ocean .',\n","   'A child running through the water .',\n","   'A young boy running with a boogie board into the water',\n","   'The little boy runs into the ocean .'],\n","  '1309330801_aeeb23f1ee.jpg': ['One girl is doing a handstand on an outdoor trampoline while another girl stands on the trampoline with one hand in the air .',\n","   'One girl is doing a handstand on a trampoline while another girl watches',\n","   'The children are playing on the trampoline .',\n","   'Two girls are performing tricks on a trampoline .',\n","   'Two girls jumping on a trampoline in a backyard .'],\n","  '1311132744_5ffd03f831.jpg': ['A black and grey dog runs in a field with its tongue hanging out .',\n","   'A black dog with a red collar runs through grass .',\n","   'A black dog with a red collar walks through the grass with his mouth open and tongue hanging out .',\n","   'A dog with a red collar and its tongue hanging out runs through tall grass .',\n","   'A dog with red collar is running in the field .'],\n","  '1311388430_4ab0cd1a1f.jpg': ['A person hanging from a telephone pole near the mountains .',\n","   'A person is hanging in the air from the power lines .',\n","   'A person is hanging upside down from power lines .',\n","   'Person hanging upside down from poles',\n","   'Someone is suspended from electrical wires .'],\n","  '1312020846_5abb4a9be2.jpg': ['Two little puppies chase each other on a stone wall .',\n","   'Two puppies run across flat stones in garden area .',\n","   'Two puppies walking on stones .',\n","   'Two small puppies run along the edge of a stone wall nearby a heavily foliaged area .',\n","   'two small tan puppies walking on a stone path'],\n","  '1312227131_771b5ed201.jpg': ['dogs running on a cold but sunny morning',\n","   'A group of dogs is pulling a sled over snow as the sun sets .',\n","   'Dogs are pulling a sled across the snow .',\n","   'Sled dogs trekking through snow near a forest .',\n","   'Two dogs walk through the snow .'],\n","  '1312954382_cf6d70d63a.jpg': ['A girl in a green dress plays with a Hello Kitty balloon .',\n","   'A girl wearing a green and orange dress walks on the street with a balloon .',\n","   'A little girl in an elaborate green and orange dress is chasing after a pink and white balloon figure .',\n","   'A little girl on the street in a yellowish green and orange dress is holding a Hello Kitty balloon with her right hand .',\n","   'The girl is wearing a green dress and holding a hello kitty balloon .'],\n","  '1313693129_71d0b21c63.jpg': ['A boy and a girl are standing on a river bank facing the water .',\n","   'A boy and a slightly older girl stand on the shore of a small blue lake .',\n","   'A young woman and a young boy stand on the shore of a river .',\n","   'Two people , a boy in yellow and girl in brown , standing at the shore of a lake .',\n","   \"Two people stand by the water 's edge .\"],\n","  '1313961775_824b87d155.jpg': ['A girl floating wearing a life vest .',\n","   'A girl wearing a life vest floats in water .',\n","   'A young girl floats on her back in water and peers over her life jacket .',\n","   'a young girl wearing a bulky red life jacket floating in a lake .',\n","   'The little girl is wearing a floating device in the water .'],\n","  '1316247213_1d2c726dd5.jpg': ['A closeup of a little girl laughing .',\n","   'A girl in a purple shirt and a pink snoopy hat is laughing .',\n","   'A young girl wearing a snoopy hat and purple shirt stands smiling .',\n","   'The girl in the purple top and shorts , wearing a hat , is laughing .',\n","   'The little girl smiles at the camera with her eyes closed .'],\n","  '131632409_4de0d4e710.jpg': ['A girl in a bikini walks along the beach with huge clouds and a sandy beach behind her .',\n","   'A young woman wearing a blue swimsuit top is standing on a sandy beach .',\n","   'Beach scene with young woman in skimpy bikini top in foreground',\n","   'Woman in a bikini top is walking on the beach',\n","   'Young woman in a bikini top on the beach .'],\n","  '1317292658_ba29330a0b.jpg': ['a boy enjoys a rain shower .',\n","   'A boy in bathing trunks is standing under a water shower .',\n","   'A boy in swim trunks screams while being sprayed with water .',\n","   'A boy is squinting while being sprayed with water from a flat ground surface .',\n","   'A boy wearing black swimming trunks is standing in a fountain .'],\n","  '1319634306_816f21677f.jpg': ['A brown dog is sitting in some long grass .',\n","   'A brown dog sits still on a hillside .',\n","   'A large tan dog sits on a grassy hill .',\n","   'A large yellow dog is sitting on a hill .',\n","   'The dog is sitting on the side of the hill .'],\n","  '1321723162_9d4c78b8af.jpg': ['A little girl holding hands with her ice skating instructor .',\n","   'An older girl helps a younger girl ice skate .',\n","   'The two girls hold hands with one another while they skate on the ice .',\n","   'Two girls are ice skating with each other .',\n","   'Two people go ice skating in a rink .'],\n","  '1321949151_77b77b4617.jpg': ['A little boy and a little girl are lying on a black bench surrounded by adults .',\n","   'People at a museum standing by benches with two children laying down and one person sitting .',\n","   'Two children and some adults are sitting on a row of black couches .',\n","   'Two children lie on puffy benches at a museum while four adults look on .',\n","   'Two tired children rest on couches at an art museum while the adults around them view the art .'],\n","  '1322323208_c7ecb742c6.jpg': ['A boy and a girl playing on the beach .',\n","   'A small boy and girls are playing in the sand on the beach .',\n","   'Two children , one of which is holding a stick , are standing on the beach as the sun begins to set .',\n","   'Two children on the beach silhouetted by the setting sun .',\n","   'Two young children playing with sticks at the beach .'],\n","  '1324816249_86600a6759.jpg': ['A brown dog stands in a lush field with the stunning clouds and mountains behind it .',\n","   'A golden dog walks on a trail through tall grass with mountains in the background .',\n","   'A golden retriever walking through high grass .',\n","   'a tan dog running through a field with his tongue hanging out',\n","   'A tan dog walks along a grassy path with his long pink tongue hanging out .'],\n","  '132489044_3be606baf7.jpg': ['A man sleeping with a bag on his lap on public transportation',\n","   'A man who has fallen asleep on public transportation .',\n","   'An asian man in a suit on the subway , asleep .',\n","   'A tired business man takes a quick nap while riding the train .',\n","   'A young man in a suit and tie leans against a railing to take a nap on public transit .'],\n","  '1329832826_432538d331.jpg': ['People stand on a street corner at dusk , with a pharmacy in the background .',\n","   'People stand outside of the Rite Aid pharmacy on Broadway .',\n","   'People waiting to cross the street in front of a pharmacy with lit up sign .',\n","   'Some people look to cross the street in front of a drug store .',\n","   'This is a picture of a Broadway Rite Aid Pharmacy that has a bright neon sign and people are prepared to cross the street in front of it .'],\n","  '1330645772_24f831ff8f.jpg': ['A black and white dog is running in the grass .',\n","   'A black dog is running across a low cut field nearby an area of trees .',\n","   'a black dog runs through a field .',\n","   'A dog runs in a field .',\n","   'A large black and white dog is running through a grassy field .'],\n","  '133189853_811de6ab2a.jpg': ['A man wearing a tuxedo shirt , vest , and bow-tie is kissing another man wearing the same thing on the cheek .',\n","   'A man with a shaved head is kissing another man on the cheek .',\n","   'One man in a vest and tie plants a kiss on the cheek of another happy man .',\n","   'One man kissing another man on the check and both are in white shirts with black vests .',\n","   'One men is laughing while being kissed on the cheek by another man , both men are wearing formal wear'],\n","  '1332208215_fa824f6659.jpg': ['A man in glasses and an Asian woman are seated across from each other in a subway train .',\n","   'People on a subway .',\n","   'People sit inside a train .',\n","   'Several people sit on a train .',\n","   'Two men and one woman are sitting in a subway train .'],\n","  '1332492622_8c66992b62.jpg': ['A group of people stand on a balcony near a colorful circus building .',\n","   'A woman and children navigate the balcony of an amusement ride .',\n","   'A woman and two children walking through the upper levels of a carnival attraction .',\n","   'People stand on a colorful balcony .',\n","   'People walking in brightly-colored building .'],\n","  '1332722096_1e3de8ae70.jpg': ['Three women standing on a city street .',\n","   'Three women walk down the street .',\n","   'Two girls and a woman walking on the sidewalk',\n","   'Two girls in bright green boots and a woman are together .',\n","   'Two young ladies in green boots are walking through an urban area while an older lady wearing black shoes follows them .'],\n","  '1332815795_8eea44375e.jpg': ['A baby swings in a swing near a wooden fence .',\n","   'A baby wearing all white swinging on a swing .',\n","   'A little girl is swinging in a baby swing on the playground .',\n","   \"A little girl rides in a child 's swing .\",\n","   'a young baby girl wearing a white outfit swinging in a baby swing'],\n","  '1332823164_c70a5d930e.jpg': ['A girl standing in the ocean',\n","   'a girl walks in the ocean .',\n","   'A woman in a red jacket stands on the beach facing the water as it covers her feet .',\n","   'A woman is watching the tide .',\n","   'Woman standing on the shore of a beach .'],\n","  '1333888922_26f15c18c3.jpg': ['A brown-haired child in green shoes swings on a swing in a park near the woods .',\n","   'A child swings and the sunshine shines down on her .',\n","   'A child wearing Crocs sits on a swing in a wooded area .',\n","   'A kid swings with his feet up in the air in a forest .',\n","   'The sun breaks through the trees as a child rides a swing .'],\n","  '1334892555_1beff092c3.jpg': ['The girls are playing with foam swords .',\n","   'Two girls sparring with a red and blue bat while another girl watches .',\n","   'Two kids with helmets playing with Nerf swords while one looks on drinking from a plastic cup .',\n","   'Two young girls playing with rubber swords in a park while a chaperone watches .',\n","   'Two young girls with sponge bats being to play while an older girl is acting as the referee .'],\n","  '1335617803_4fbc03dab0.jpg': ['The two children make a funny pose in front of some bushes .',\n","   'Two boys in blue shirts are doing funny poses .',\n","   'Two boys in blue shirts wearing backpacks .',\n","   'Two boys posing in blue shirts and khaki shorts .',\n","   'Two boys wearing matching blue polo shirts strike a goofy pose .'],\n","  '1337792872_d01a390b33.jpg': ['A girls walks down the road holding a teddy bear .',\n","   'A little girl holding on to a toy is running down a lane .',\n","   'A little girl in a denim dress runs down a path .',\n","   'A young girl wearing a blue dress runs down a gravel road with a teddy bear .',\n","   'The little girl is wearing a denim dress and holding a brown teddy bear .'],\n","  '1338523142_57fce8229b.jpg': ['A backpacker walks down a rocky mountain .',\n","   'A hiker walks down a rocky path towards land with water .',\n","   'A man with a black and blue backpack hikes down a rock face .',\n","   'Hiker climbing down a snow and rock covered mountain .',\n","   'The man climbs through the rocks and snow .'],\n","  '133905560_9d012b47f3.jpg': ['A puppy plays with an adult dog in the snow .',\n","   'One dog climbing on the back of another dog in the snow .',\n","   'Two beige dogs are playing in the snow .',\n","   'Two dogs , on standing on the other in the snow .',\n","   'Two yellow labs are playing in the snow .'],\n","  '1339596997_8ac29c1841.jpg': ['three females wearing head scarves standing together',\n","   'Three Muslim women are looking at a camera .',\n","   'Three women in dresses and head scarves outside .',\n","   'Three women in head scarves examine a camera .',\n","   'Three women with head scarves and long skirts .'],\n","  '1341787777_4f1ebb1793.jpg': ['A brown dog is bending down trying to drink from a jet of water .',\n","   'A brown dog slurps water from a sprinkler on the grass .',\n","   'A dog drinking from a creek .',\n","   'A large brown dog is sticking his face in the sprinkler .',\n","   'Brown dog on grass , drinking water spray from left side of frame .'],\n","  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kid at the beach .',\n","   'a young man wearing swimming goggles wearing a blue shirt with a pirate skull on it'],\n","  '1346051107_9cdc14e070.jpg': ['A man is playing a saxophone next to a fire hydrant .',\n","   'A man plays saxophone next to a yellow fire hydrant .',\n","   'A man stands by a wall playing a saxophone .',\n","   'Man playing musical instrument standing beside a yellow and red fire hydrant',\n","   'The man is standing next to a fire hydrant and playing a saxophone .'],\n","  '1346529555_e916816cfe.jpg': ['A dog in midair cathing the red ball .',\n","   'A dog retrieves a golf ball .',\n","   'a little brown dog stands on his hind legs with a red toy in its mouth .',\n","   'A terrier who jumped up has a red ball in his mouth .',\n","   'A Yorkie jumped into the air to catch a red ball in its mouth .'],\n","  '134724228_30408cd77f.jpg': ['Two girls are walking down a dirt road in a park .',\n","   'Two women walking down a dirt road with a man far behind .',\n","   'Two women walking on an outdoor trail .',\n","   'Two young women are walking along a rural path bordered by trees .',\n","   'Two young women walk along a dirt road .'],\n","  '1347519824_e402241e4f.jpg': ['A few girls with green foam statue of liberty hats on a train',\n","   'Some young adults are wearing green foam statute of liberty crowns .',\n","   'Some young people take photos of each other while in New York .',\n","   'Three woman with statue of liberty hats and taking a picture .',\n","   'Two woman wearing statue of liberty hats get their picture taken in a subway .'],\n","  '1348113612_5bfc5f429e.jpg': ['A black and white dog jumping into a pool after tennis balls .',\n","   'a black and white dog jumping into a pool with a lot of tennis balls in it .',\n","   'A black dog jumps into a pool that has many yellow balls in it .',\n","   'A dog jumps into a swimming pool to retrieve some floating tennis balls .',\n","   'A dog swims in a pool .'],\n","  '1348304997_afe60a61df.jpg': ['A barefoot red-headed girl jumping over a rail .',\n","   'a girl jumps on the trampoline .',\n","   'A young girl jumping over a railing or a ladder on its side .',\n","   'The small red haired girl jumps on the trampoline under the tree by the shed .',\n","   'The young child with red hair bounced on the trampoline .'],\n","  '1348891916_ebd4413033.jpg': ['A brown dog on a leash runs through the white water .',\n","   'A soaked dog is playing in the water .',\n","   'A tan dog on a leash running in shallow ocean water .',\n","   'A wet dog on a leash is running through some water .',\n","   'Brown dog running through shallow water .'],\n","  '134894450_dadea45d65.jpg': ['A boy wearing no shirt and some blue jeans is jumping in the air in the woods .',\n","   'A guy leaps into the air in a wooded area .',\n","   'A shirtless man jumps in a sunny forest .',\n","   'a shirtless man jumps over a log .',\n","   'The boy is jumping in the woods .'],\n","  '1348947380_14f0fc1237.jpg': ['A man and a dog stand on a hill overlooking water .',\n","   'a man walks his dog near the ocean .',\n","   'an elderly man is walking a brown dog using a red leash .',\n","   'An elderly man takes his dog for a walk near the water .',\n","   'An old man holding a camera while walking a small brown dog .'],\n","  '1348957576_c4a78eb974.jpg': ['A blonde woman in a white tank top and sunglasses is talking to a man sitting next to boats on a rock surface .',\n","   'A man and a woman are sitting on the ground and surrounded by boats .',\n","   'A man and a woman sitting near small boats .',\n","   'The man and woman are sitting by the boats .',\n","   'Two people sitting beside a few small boats .'],\n","  '1350811702_2ce7cfd0c5.jpg': ['A young boy casting his fishing line off a pier',\n","   'Children fishing off a bridge',\n","   'People fishing over white fence',\n","   'Young boy standing next to water casting his fishing rod with others next to him .',\n","   'Young boy wearing waders standing on a dock fishing , other people are in the background .'],\n","  '1350948838_fdebe4ff65.jpg': ['A black and white dog jumping into a pool .',\n","   'A black and white dog jumping into a swimming pool .',\n","   'A black dog jumping into a large pool .',\n","   'A wet black dog jumps into a pool to fetch a ball .',\n","   'Black and white dog leaps away from camera into pool .'],\n","  '1351315701_6580b51c41.jpg': ['A black and a white dog are running on the grass .',\n","   'A black dog and a white dog race in a grassy field while spectators look on .',\n","   'A white dog and a black dog running side by side on the grass while onlookers watch .',\n","   'Two dogs , a pitbull and a black Labrador , run side by side .',\n","   'Two dogs racing in a field , with people looking on .'],\n","  '1351764581_4d4fb1b40f.jpg': ['A firefighter extinguishes a fire under the hood of a car .',\n","   'a fireman spraying water into the hood of small white car on a jack',\n","   'A fireman sprays inside the open hood of small white car , on a jack .',\n","   'A fireman using a firehose on a car engine that is up on a carjack .',\n","   'Firefighter uses water to extinguish a car that was on fire .'],\n","  '135235570_5698072cd4.jpg': ['A man in a field backed by american flags .',\n","   'A man is being thrown a Frisbee in front of a monument and flags .',\n","   'A man is clapping at the base of the Washington Memorial .',\n","   'A man stands in front of the Gateway Arch .',\n","   'A man tries to catch a football on grass surrounded by American flags .'],\n","  '1352398363_9cc8ffcce9.jpg': ['A boy is covered with marker .',\n","   'A dirty child plays in the house',\n","   'A small boy wearing a diaper stands near the door and is covered in marker .',\n","   'A young boy covered in ink stands in front of a white door .',\n","   'A young boy in a pullup is covered in marker ink .'],\n","  '1352410176_af6b139734.jpg': ['A blonde girl is stepping on vertical logs in the sand .',\n","   'A little girl is walking along a line of logs on a sandy beach .',\n","   'A young girl balances on wooden pylons at the beach .',\n","   'A young girl is walking on stumps on the beach next to the ocean .',\n","   'Girl walking along the tops of wooden posts set into sand on a beach .'],\n","  '1354318519_2f9baed754.jpg': ['A baby is laughing .',\n","   'A baby laughs at his reflection in a mirror .',\n","   'A blonde haired toddler in a burgundy hoodie smiling .',\n","   'a boy in a red hooded top is smiling whilst looking away from his reflection .',\n","   'A child in front of his own reflection turning towards the camera and smiling .'],\n","  '1355450069_c0675b0706.jpg': ['A man is climbing up a wall',\n","   'A man wearing no shirt climbs the side of a large rock .',\n","   'a shirtless man climbing up the rock wall with rope safety lines',\n","   'Man without a shirt is climbing a rock .',\n","   'There is a rock climber holding on and climbing to the top of a very large rock .'],\n","  '1355703632_5683a4b6fb.jpg': ['A female softball player making a pitch .',\n","   'A girl is winding up to throw a softball .',\n","   'A teenage girl is catching a softball during a game .',\n","   'Kids playing softball .',\n","   'Young girl playing softball with white house in background'],\n","  '1355833561_9c43073eda.jpg': ['A child is being thrown in the air playfully .',\n","   'A man in an orange jacket playfully tosses a small girl into the air on an empty stretch of beach on an overcast day .',\n","   'A man in an orange vest tossing a child into the air on the beach',\n","   'A man throws a small child up in the air .',\n","   'At a beach , a man in an orange vest tosses a young child into the air .'],\n","  '1355935187_2c99648138.jpg': ['A fluffy white dog is coming out of a blue striped obstacle shute .',\n","   'A small white dog running out of a tent .',\n","   'A white dog is emerging from a blue canvas tunnel on an obstacle course .',\n","   'The white poodle dog is coming out of a blue tent .',\n","   'White dog leaving blue-striped tent .'],\n","  '1355945307_f9e01a9a05.jpg': ['A man drives an old-fashioned red race car .',\n","   'A red race car marked with the number seven is driven by a man in a blue and beige shirt .',\n","   'Man driving race car number 7 .',\n","   'The man is driving a small red race car around a track .',\n","   'The red car has the number seven on the side in a white circle .'],\n","  '1356543628_c13ebe38fb.jpg': ['A girl carries a lot through the grass .',\n","   'A girl in a forest carrying camping gear',\n","   'A girl in an orange shirt and pink sandals carries equipment .',\n","   'Little girl in rural area , carrying bags and stuffed animal .',\n","   'Young girl carrying camping gear and a stuffed brown dog .'],\n","  '1356796100_b265479721.jpg': ['A girl in a flowered dress peaking through some leaves .',\n","   'A girl peeks through the leaves on a tree .',\n","   'a girl peeks through the green leaves .',\n","   'A young girl peers through the green foliage .',\n","   \"A young girl 's face looking through leaves .\"],\n","  '1357689954_72588dfdc4.jpg': ['A boy is attempting to rock-climb a prefabricated wall .',\n","   'A boy is climbing up an artificial climbing wall whilst attached to a rope .',\n","   'A frightened little boy on a climbing wall .',\n","   'Boy climbing a rock wall .',\n","   'Young boy in climbing harness scaling a climbing wall .'],\n","  '1357724865_4faf4e1418.jpg': ['A half-dressed man walks into a river at the bottom of a small waterfall .',\n","   'A man is standing in water near a waterfall .',\n","   'A man standing in the water at the base of a waterfall .',\n","   'A man wades in the water and watches a waterfall .',\n","   'The man stands in a body of water near a waterfall .'],\n","  '1357753846_6185e26040.jpg': ['A big , black dog runs through the water , near the shore .',\n","   'A black dog crossing a stream',\n","   'A black dog is walking through a stream of water .',\n","   'a black dog runs through the water .',\n","   'A black dog walks through some water .'],\n","  '1358089136_976e3d2e30.jpg': ['A boy sand surfing down a hill',\n","   'A man is attempting to surf down a hill made of sand on a sunny day .',\n","   'A man is sliding down a huge sand dune on a sunny day .',\n","   'A man is surfing down a hill of sand .',\n","   'A young man in shorts and t-shirt is snowboarding under a bright blue sky .'],\n","  '1358892595_7a37c45788.jpg': ['A dog runs through the forest with something in its mouth .',\n","   'A dog runs while holding an object in its mouth .',\n","   'A yellow dog running through a grassy area carrying something small in its mouth .',\n","   'A young puppy with a red collar running with a leaf in its mouth .',\n","   'The dog is carrying a toy through the grass .'],\n","  '1359101233_16c2c150e3.jpg': ['a dog in a red jacket is running on the grass .',\n","   'A dog wearing a red saddle is running across a field with low grass and trees nearby .',\n","   'A dog with long hair and a red vest runs in the grass .',\n","   'A tan dog wearing a red shirt runs through the grass .',\n","   'The dog in the red vest runs in the field .'],\n","  '1361420539_e9599c60ae.jpg': ['A black dog is running in the grass .',\n","   'A black poodle is running through the grass .',\n","   'A small black dog is in the grass .',\n","   'The black dog is running through the grass .',\n","   'The black dog is walking through the tall grass .'],\n","  '1362128028_8422d53dc4.jpg': ['kids play in a blue tub full of water outside',\n","   'On a hot day , three small kids sit in a big container filled with water .',\n","   'The little kids sit outdoors in a small tub of water .',\n","   'Three children squeeze into a plastic tub filled with water and play .',\n","   'Three little boys take a bath in a rubber bin on the grass .'],\n","  '1363843090_9425d93064.jpg': ['A black dog retrieves a cloth from a streambed .',\n","   'A dog drags a white rag through an almost-dried up creek .',\n","   'A dog is wading in a river with a towel in its mouth .',\n","   'A dog walking through a small stream with a rag in his mouth .',\n","   'A dog walking through a stream carrying a white towel in its mouth'],\n","  '1363924449_487f0733df.jpg': ['A boy holds his hands on his head .',\n","   'A child with his hands on his head .',\n","   'A little boy in a striped shirt has his hands on his head .',\n","   'A little boy stands with his hands on top of his head',\n","   'The blond boy wearing a striped shirt is walking through the grass .'],\n","  '136552115_6dc3e7231c.jpg': ['A helmeted man jumping off a rock on a mountain bike .',\n","   'A man jumping on his bmx with another bmxer watching .',\n","   'A mountain biker is jumping his bike over a rock as another cyclist stands on the trail watching .',\n","   'A person taking a jump off a rock on a dirt bike .',\n","   'The bike rider jumps off a rock .'],\n","  '136639119_6040b00946.jpg': ['A climber is attempting to climb around an overhang above the woods .',\n","   'A man climbs up a cliff and reaches an overhang .',\n","   'A man is rock climbing under a large cliff .',\n","   'A person is rock climbing .',\n","   'Climber on rock formation using ropes .'],\n","  '136644343_0e2b423829.jpg': ['A boy rides on a tire swing .',\n","   'A boy swinging on a tire-swing .',\n","   'A small boy in a horizontal tire swing .',\n","   'Young boy smiles at the camera from the tire swing .',\n","   'Young boy swinging on a tire swing .'],\n","  '136644885_f7d2bbf546.jpg': ['A group of people walking across a rope bridge .',\n","   'A woman is crossing a rope bridge .',\n","   'A woman is crossing a rope bridge in the trees with other people waiting at one end .',\n","   'A woman wearing a white shirt and jeans crosses a rope bridge in a wooded area .',\n","   'three people are crossing a rope bridge hung between pine trees .'],\n","  '1368338041_6b4077ca98.jpg': ['Three dogs looking at a cement ledge .',\n","   'Three dogs on a sidewalk .',\n","   'Three small dogs sniff at somthing .',\n","   'Three small dogs , two white and one black and white , on a sidewalk .',\n","   'Two white dogs look at one black dog on a paved walkway .'],\n","  '1368383637_614646cc4a.jpg': ['People stand in corridor looking from balcony as another person walks dog',\n","   'People stand inside a windowed structure .',\n","   'Three people and a black and white dog in bright industrial corridor .',\n","   'Three people enjoying the view in a modern building .',\n","   'Two people look over a terrace wall .'],\n","  '136886677_6026c622eb.jpg': ['A large man sits in the back of a canoe with another man in front on a river .',\n","   'two man are paddling a kayak along a river with green trees on either side .',\n","   'Two men in a small boat rowing down a river .',\n","   'Two men paddling a canoe down a narrow stream .',\n","   'Two paddlers propel a canoe down a tree-lined stream .'],\n","  '1370615506_2b96105ca3.jpg': ['A wine shop with an open sign in the window and two people out front .',\n","   'The Wine Shop',\n","   'The Wine Shop on Twenty Fourth building lit up in the dark , two people in front .',\n","   'Two people are standing outside of a wine shop .',\n","   'Two people stand outside a wine shop .'],\n","  '1370773415_967b1ffde1.jpg': ['A man and a woman standing outside a restaurant .',\n","   'A man and a woman tak outside of a coffee house .',\n","   'The woman in a red jacket is talking to a man outside of a store .',\n","   'Two people are standing outside of a coffee house .',\n","   'Two people stand outside a restaurant in the city .'],\n","  '1377668044_36398401dd.jpg': ['A dog jumping in the air to retrieve a stick from a man .',\n","   'A dog leaps for a stick held by a man .',\n","   'a man in shorts with a dog jumping to get the stick in his hand',\n","   'Man playing with a brown dog on a dirt path .',\n","   'The dog is jumping for the item the man is holding above his head .'],\n","  '1378557186_4bd1da6834.jpg': ['A man , a gun , and a dog .',\n","   'A man aiming a rifle with a dog standing beside him .',\n","   'A man shoots a rifle while a dog looks on .',\n","   'Man aiming a rifle with his dog at his side .',\n","   'The man is aiming to shoot something while his dog watches .'],\n","  '1379026456_153fd8b51b.jpg': ['A man sits at a table in front of a computer wearing headphones .',\n","   'A man with headphones on is looking at a computer screen while sitting at a table .',\n","   'A young man is sitting at a table with a laptop and earphones .',\n","   'A young man with headphones looking at a Macintosh laptop computer .',\n","   'Man sitting with headphones at a laptop .'],\n","  '1383698008_8ac53ed7ec.jpg': ['A man is snowboarding over a structure on a snowy hill .',\n","   'A snowboarder jumps through the air on a snowy hill .',\n","   'a snowboarder wearing green pants doing a trick on a high bench',\n","   'Someone in yellow pants is on a ramp over the snow .',\n","   'The man is performing a trick on a snowboard high in the air .'],\n","  '1383840121_c092110917.jpg': ['A brown dog laying on a blue cover .',\n","   'A brown dog laying on a blue sheet .',\n","   'A dog lying on a blue cloth dog bed .',\n","   'The brown dog is laying down on a blue sheet .',\n","   'The dog is laying on a bed with a blue sheet .'],\n","  '1384292980_4022a7520c.jpg': ['The girls walk down the street .',\n","   'Two asian females go walking .',\n","   'Two women walking .',\n","   'Two young women walking .',\n","   'Two young women walk past a door in a white wall .'],\n","  '1386251841_5f384a0fea.jpg': ['A woman is looking at dressed , headless mannequins in a store display .',\n","   'A woman looking at clothing on a mannequins .',\n","   'A woman looks at some mannequins in a window 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.',\n","   'The dog is jumping in the air to catch a ball .',\n","   'Two dogs in a family room are playing , one is catching a ball in its mouth .'],\n","  '1425069590_570cc7c2d8.jpg': ['A girl begins to climb a red piece of playground equipment .',\n","   'A little girl climbing at a playground .',\n","   'a little girl dressed in yellow is holding onto two red handles .',\n","   'A small girl dressed in yellow wearing flip flops climbing onto red playground equipment .',\n","   'A young girl makes her way onto red recreational equipment .'],\n","  '1425485485_d7c97a5470.jpg': ['A girl touches a boys face ; both are smiling .',\n","   \"A girl with her eyes closed is touching a boy 's cheeks .\",\n","   \"Little girl laughing and touching a boy 's face as they lean toward each other .\",\n","   'Two children , a boy and a girl .',\n","   'Two children facing each other and laughing .'],\n","  '1425919702_ddb761aeec.jpg': ['A crowd of people are sitting in seats in a sports ground 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water .',\n","   'Boy in green sweater with white stripe on sleeve standing on wood planked floor with body of water in the background .'],\n","  '142802798_962a4ec5ce.jpg': ['A boy in a green shirt on a skateboard on a stone wall with graffiti',\n","   'a man in a green t-shirt is skateboarding along a graffiti covered wall in front of a blue door .',\n","   'A skateboarder doing a trick on a stone wall .',\n","   'A skater rides his board on a ramp .',\n","   'The boys rides his skateboard up the wall .'],\n","  '1428578577_82864facae.jpg': ['Two hikers wearing dark clothes rest on a snow covered peak .',\n","   'Two people pose for a picture amidst a snowy , rocky landscape .',\n","   'Two people standing at the edge of a snow covered cliff .',\n","   'Two people standing on top of a rock in the middle of snow and cloud .',\n","   'Two people stand on the edge of a recently snowed on cliff .'],\n","  '1428641354_f7453afbea.jpg': ['A woman and a boy are making hamburgers in the kitchen .',\n","   'A woman in a white shirt prepares a large meal of hamburgers .',\n","   'A woman is holding a jar of mustard and a boy is looking at a tray of hamburgers .',\n","   'The woman has a blue shirt on with a kid to her side , and she is making hamburgers .',\n","   'Woman and young boy stand in a kitchen with a spread of burgers in front of them .'],\n","  '1428681303_04213524e3.jpg': ['Children climbing statue .',\n","   'Small children climb a statue in a park .',\n","   'Two children climbing on top of art .',\n","   'Two children playing on a statue',\n","   'Two little kids crawl up to a large statue outdoors .'],\n","  '1429546659_44cb09cbe2.jpg': ['A white dog and a black dog in a field .',\n","   'A white dog with a branch in his mouth and a black dog .',\n","   'A white dog with a stick in his mouth standing next to a black dog .',\n","   'Two dogs are standing next to each other , and the white dog has a stick in its mouth .',\n","   'Two dogs stand in the brown grass .'],\n","  '1429723917_6af585e4c0.jpg': ['a bald man with a tattooed head stands next to a man with a brown t-shirt in front of a transparent awning .',\n","   'A bald man with tattoos on his head a face stands with a man in tan with backs turned to the camera .',\n","   'Two men are standing : one has body modifications and the other is wearing a hat .',\n","   'Two men , one of which is bald , in a bathroom .',\n","   'Two men walk down a street , one with a black shirt and facial tattoos .'],\n","  '1429814475_0b592b9995.jpg': ['A lady sitting down and someone with black shorts and shoes',\n","   'A lady with a scooter sits on the side of the sidewalk .',\n","   'A woman sits on the curb next to a scooter talking to a man .',\n","   'The lady rest on the curb after riding her razer .',\n","   'The woman is sitting on a short concrete wall next to a scooter .'],\n","  '1430154945_71bbaa094a.jpg': ['A mother helps her little boy eat his food by feeding him by hand .',\n","   'A mother is trying to get her son to eat food at a restaurant .',\n","   'At a table in a restaurant , a girl is trying to get a little boy to eat .',\n","   'A young lady wearing yellow is feeding a small child at the table .',\n","   'Woman sitting at table feeding child who is sitting on her lap'],\n","  '1432179046_8e3d75cf81.jpg': ['A man in the near distance is pointing to a silver sedan near him .',\n","   'A man is playing tennis with himself against a large wall in a parking lot .',\n","   'A man walks toward a car in a parking lot .',\n","   'Man stands outside against wall with tennis racket in dark .',\n","   'The man is playing tennis against the building .'],\n","  '1432342377_3e41603f26.jpg': ['A man and a woman are standing on the curb .',\n","   'A woman wearing a blue shirt and high heels stands on the sidewalk next to a man .',\n","   'Two people are standing near a curb outside a store .',\n","   'Two people standing on the side of a city street .',\n","   'two people wait to cross the street .'],\n","  '143237785_93f81b3201.jpg': ['A man holding a fish .',\n","   'A man holds a fish in both hands .',\n","   'A man holds a large fish on a boat .',\n","   'Someone is holding up a green fish for display outdoors .',\n","   'The person in blue jeans holds a yellow fish .'],\n","  '1433088025_bce2cb69f8.jpg': ['A crowd is watching 2 shirtless men , one in yellow pants and one in black shorts perfom .',\n","   'A man in yellow pants and wearing no shirt is being watched by many people .',\n","   'A muscular man in yellow pants .',\n","   'The man in the yellow pants is raising his arms .',\n","   'There is a man with yellow pants and a man with black pants .'],\n","  '1433142189_cda8652603.jpg': ['A hiker is walking a treeless path up a hill .',\n","   'A man is backpacking up a grassy hill .',\n","   'A man with a big backpack is walking through a grass trail up a hill .',\n","   'Person hiking up a grassy trail toward a large hill .',\n","   'The hiker is following a trail uphill .'],\n","  '1433397131_8634fa6664.jpg': ['A baby lies almost completely covered by bright colored plastic balls .',\n","   'A child hidden by balls',\n","   'A number of colorful balls hide children .',\n","   'A young child partially concealed by a pile of colored balls .',\n","   'There are many different colored balls .'],\n","  '1433577867_39a1510c43.jpg': ['A wet white dog is splashing in the water with a stick in its mouth .',\n","   'A white dog is in the water .',\n","   'A white dog treads the water with sticks in its mouth .',\n","   'A white dog with red collar splashes in the water .',\n","   'The dog is wading through shallow water while holding something in its mouth .'],\n","  '1434005938_ad75c8598c.jpg': ['A man is carrying a large backpack and looking over some green fields .',\n","   'a man wears a backpack .',\n","   'A man with a large hiking backpack outside',\n","   'A person wearing a blue backpack stands on a field above a scenic view .',\n","   'Person with a backpack in a field'],\n","  '1434607942_da5432c28c.jpg': [\"A child rides on a man 's shoulders .\",\n","   \"A child wearing a red jacket is sitting on the man 's shoulders .\",\n","   'A man carrying a girl on his shoulders .',\n","   \"A small child in a red jacket is sitting on a man 's shoulders and holding his head .\",\n","   'A white man with carrying hair and a beard with a child on his shoulders .'],\n","  '143552697_af27e9acf5.jpg': ['A man riding his bike on a hill .',\n","   'A man with helmet and backpack standing on dirt bike in a hilly grassy area .',\n","   'A person rides a motorbike through a grassy field .',\n","   'Man on motorcycle riding in dry field wearing a helmet and backpack',\n","   'The biker is riding through a grassy plain .'],\n","  '143552829_72b6ba49d4.jpg': ['A boy in a black helmet and red long sleeve shirt rides his motorbike over a rocky stream .',\n","   'A man on a motorcycle steers through swampy terrain',\n","   'A man rides his bike over rocks and a creek .',\n","   'A motocross bike is being ridden between markers in a running stream .',\n","   'A person is dirt biking over rocks and water .'],\n","  '1436760519_8d6101a0ed.jpg': ['A black and white dog is jumping up to catch a toy as another dog watches .',\n","   'A black and white dog jomps over another black and white dog to catch a cloth Frisbee .',\n","   'A black and white dog leaps for a flying disc while another one watches .',\n","   'The two dogs are playing catch with a red Frisbee .',\n","   'The white dog with black spots is catching a red Frisbee .'],\n","  '143680442_2f03f76944.jpg': ['A climber is suspended on an overhang that overlooks a tree covered hill .',\n","   'A man is hanging from a cliff while rock climbing high above .',\n","   'a man mountain climbing hanging under a rock',\n","   'A person hangs from a rocky cliff as they try to climb .',\n","   'Someone is rock climbing and hanging under the edge of a cliff .'],\n","  '143680966_0010ff8c60.jpg': ['A man wearing a backpack is climbing a rock .',\n","   'A person climbing a large moss-covered rock',\n","   'A person in an orange helmet climbs up a sheer cliff face .',\n","   'A rock climber looks up while traversing a route .',\n","   'This person is rock climbing .'],\n","  '143684568_3c59299bae.jpg': ['A man standing on a cliff',\n","   'A person is standing at the top of a rocky cliff overlooking land .',\n","   'A person standing on a ciff looking down at plains and trees .',\n","   'A person stands on the top of a cliff as another attempts to climb it .',\n","   'Man stands on distant cliff overlooking a green valley .'],\n","  '143688205_630813a466.jpg': ['A climber scales a steep rock face .',\n","   'A man is climbing a rope up a cliff .',\n","   'A man using a pink rope to climb down a cliff .',\n","   'A person is climbing up a rock with a pink rope .',\n","   'A person scaling a rocky ledge , with a rope supporting .'],\n","  '143688283_a96ded20f1.jpg': ['a man in a harness climbing a rock wall',\n","   'A man with a white shirt and helmet is climbing a mountain .',\n","   'A man in a white shirt and helmet is using climbing equipment .',\n","   'a young man wearing a white helmet climbing up a rock wall',\n","   'Man rock climbing looking up the rock'],\n","  '143688895_e837c3bc76.jpg': ['A boy climbing a rock face',\n","   'A climber is standing on the rock face next to the pink rope .',\n","   'A man climbing a cliff with a rope .',\n","   'A man climbs steep rocks .',\n","   'A man rock climbing in the forest surrounded by light .'],\n","  '1439046601_cf110a75a7.jpg': ['A boy is smiling whilst standing in front of a swimming pool .',\n","   'A boy smiles standing in front of a swimming pool .',\n","   'a boy standing by a swimming pool',\n","   'a kid smiling at the swimming pool',\n","   'Smiling boy standing near the pool .'],\n","  '1439282131_3814d6ae04.jpg': ['The two dogs are in the water retrieving a stick .',\n","   'Two dogs are holding the same stick in their mouths while in the water .',\n","   'Two dogs in the surf holding on to the same stick .',\n","   'Two dogs in the water fighting over a stick .',\n","   'Two dogs swimming with a stick .'],\n","  '1440024115_129212c988.jpg': ['A man plays Frisbee with his dog .',\n","   'A man with a Frisbee and a dog in the air with a Frisbee in his mouth .',\n","   'A tri-colored dog jumps and catches a pink frisbeen that a man in shorts has thrown .',\n","   'Small dog catching a Frisbee .',\n","   'The man and dog , which is leaping into the air , are playing Frisbee .'],\n","  '1443807993_aebfb2784a.jpg': ['A child slides down a colorful slide while another child watches',\n","   'A girl going down a slide .',\n","   'A girl in a pink shirt slides down an inflatable fun slide .',\n","   'A little girl and a little boy playing on a bouncy ride .',\n","   'Young girl sliding down an inflated slide'],\n","  '1445123245_c7b9db0e0c.jpg': ['A black and tan dog plays with a centipede toy .',\n","   'A dog tags a nap on a rug near his favorite toy , a plush centipede .',\n","   'A short long haired dog plays with a multi-colored stuffed toy centipede .',\n","   'A small brown and black dog plays with a colorful caterpillar toy on a tan burbur carpet .',\n","   'Yorkshire Terrier plays with multicolor centipede toy .'],\n","  '1445754124_647168f211.jpg': ['A black and white dog climbs a leaning tree trunk .',\n","   'A black and white dog is walking up a bent tree .',\n","   'A gray dog climbs up a slanted tree .',\n","   'A gray dog is climbing up a low tree branch in a park .',\n","   'A gray mottled dog stands on the sloping trunk of a tree overlooking a grassy field .'],\n","  '1446053356_a924b4893f.jpg': ['Children participate in a sport on a green field while in uniforms .',\n","   'The young soccer player enjoys the game .',\n","   'Two girls in soccer strips are playing on a sports field .',\n","   'Two girls play on a fenced in field .',\n","   'Two girls wearing black and white uniforms run down a grassy field .'],\n","  '1446933195_8fe9725d62.jpg': ['A black puppy is biting a tree limb .',\n","   'A brown puppy chewing on a tree branch .',\n","   'A puppy dog is playing with a branch .',\n","   'A puppy is gnawing on a plant branch in an uncut grassy area with wood and a barrel nearby .',\n","   'A young brown puppy pulls a leafy branch in his teeth in a backyard .'],\n","  '1448511770_1a4a9c453b.jpg': ['A Jack Russell Terrier is measured for distance jumping as he tries to catch a Frisbee .',\n","   'A small dog is jumping high in the air to catch a Frisbee in front of some bleachers',\n","   'A white dog catches a Frisbee in a jumping pool .',\n","   'a white dog jumping in the air to catch a Frisbee',\n","   'a white dog jumps really high to get his fribee .'],\n","  '1449370354_380c4123c9.jpg': ['Kids running across the grass .',\n","   'Three young boys are running on grass .',\n","   'Two boys , one wearing glasses , run across grass . Third child partially in shot .',\n","   'two young boys running on a grassy field',\n","   'Young boys running on grass .'],\n","  '1449625950_fc9a8d02d9.jpg': ['A brown dog and a tan dog are playing in tall grass .',\n","   'There is a white dog and a chocolate colored dog running in the grass .',\n","   'Two dogs are playing together in the grass .',\n","   'Two dogs play in a grassy field .',\n","   'Two dogs running on grass .'],\n","  '1449692616_60507875fb.jpg': ['A girl takes a picture with her hand over the camera lens .',\n","   'A little girl holding a camera .',\n","   'a small child wearing a grey and purple shirt playing with a black camera .',\n","   'Little girl looking through a camera .',\n","   'Thie little girl is taking a picture with a camera .'],\n","  '1452361926_6d8c535e32.jpg': ['A boy sits in a toy car while drinking from his sippy cup .',\n","   'A toddler drinking from a cup in a toy car .',\n","   'A toddler in a red toy car drinks from a juice cup',\n","   'The boy sits in his toy car sipping from a cup .',\n","   'The child sits in a toy car and drinks from a sippy cup .'],\n","  '1453366750_6e8cf601bf.jpg': ['Two children are shown upside down .',\n","   'Two girls lay upside down on their bed .',\n","   'Two kids laying on a bed upside down',\n","   'Two teen girls hang playfully from the side of the bed',\n","   'Two women are laying upside down on a white bed .'],\n","  '1454678644_7e5a371301.jpg': ['A big black dog chases a big brown dog with a green object in his mouth while another big brown dog tags behind .',\n","   'A brown dog holds an object in its mouth while a black dog tries to take it away . Another brown dog looks on .',\n","   'Three dogs fight for a green chew toy on a stone walkway .',\n","   'Three dogs running together on a paved walkway .',\n","   'Two dogs chase a third dog with a toy .'],\n","  '1454841725_4b6e6199e2.jpg': ['a group of young girls smiling with a large crowd behind them',\n","   'Four girls pose in front of a crowd .',\n","   'Four young girls pose for a picture at school',\n","   'Four young girls posing for the camera .',\n","   'Some young girls standing in a group some with their arms around each other .'],\n","  '1456393634_74022d9056.jpg': ['A boy doing a handstand on the beach .',\n","   'A child does a handstand on the sand at the beach .',\n","   'A child doing a handstand on the beach .',\n","   'A little boy does a cartwheel on the beach .',\n","   'A little boy doing a handstand on the beach .'],\n","  '1456630952_dd4778a48f.jpg': ['A boy is catching an orange Frisbee in front of a wooden gate .',\n","   'A boy is trying to catch a Frisbee in a field .',\n","   'A boy plays outside near a wooden fence .',\n","   'A child in a blue cap is near an unpainted wooden fence .',\n","   'A little boy stops a Frisbee with his face outside .'],\n","  '145721496_687af9bb18.jpg': ['A bird is standing on a rock overlooking a waterfall .',\n","   'A bird watches the waves crash over the rocks .',\n","   'A long-necked bird standing on a rock with waves crashing in the background .',\n","   'A long-necked bird standing on rocks by river rapids .',\n","   'An egret stands on a rock at the edge of a river .'],\n","  '145721498_a27d2db576.jpg': ['A man in a blue canoe battling through rough waves',\n","   'A man kayaks through rough water .',\n","   'A man rows a blue kayak through white water rapids .',\n","   'Man paddling in blue kayak in the water .',\n","   'The kayaker braces himself as he goes down the river .'],\n","  '1457762320_7fe121b285.jpg': ['A group of bicyclists getting ready for a ride .',\n","   'A group of cyclists is pausing nearby a green and tan sign .',\n","   'A group of men are standing around and drinking water with their bikes .',\n","   'A group of men chat and drink water from water bottles while standing by their bicycles .',\n","   'Men in athletic clothing stand near bicycles .'],\n","  '1459032057_97e73ed6ab.jpg': ['A girl in a striped shirt holds a bun to her mouth .',\n","   'A girl with a striped shirt with bread in hands in front of mouth .',\n","   'A little girl is eating a piece of bread .',\n","   'The little girl in the striped shirt is eating some bread .',\n","   'This girl is eating a piece of bread in her striped shirt .'],\n","  '1459250022_bf1eddad11.jpg': ['A band of cellos and violins playing in front of a crowd at The Market Gallery .',\n","   'An orchestra performs .',\n","   'Five people playing string instruments in public .',\n","   'Many people are performing music in front of an audience .',\n","   'The string quintet plays for an audience .'],\n","  '1460352062_d64fb633e0.jpg': ['A girl in sunglasses sits in the branches of a tree .',\n","   'A woman in jeans and a tank top is sitting in the middle of a tree in bloom .',\n","   'A woman sits up in the tree looking down .',\n","   'Girl is sitting high up in a tree .',\n","   'The barefoot woman in sunglasses sits in the tree .'],\n","  '1460500597_866fa0c6f3.jpg': ['A man is sitting in room made up of wood panelling .',\n","   'A man sits at a table in a room .',\n","   'Man sitting at a table in a restaurant .',\n","   'The man in the button up shirt is sitting at a table .',\n","   'There is a man sitting in a restaurant at night .'],\n","  '146098876_0d99d7fb98.jpg': ['A boy and three girls in blue school uniforms walk down a dirt-covered road .',\n","   'A group of children in blue uniforms walk to class .',\n","   'Four children in uniforms stand in front of palm trees .',\n","   'Four teens in school uniforms walk down a tropical road .',\n","   'Group of school children in blue school uniforms .'],\n","  '146100443_906d87faa2.jpg': ['a girl and two boys dressed up for halloween .',\n","   'A girl wearing a costume leans over as other children look on .',\n","   'a young girl with her face painted stands next to some other children .',\n","   'Kids are dressed in costume and playing a game .',\n","   'One child with a flower painted on her head , is wearing a red glittery outfit with a shawl and gloves , while her companion with a hat looks on .'],\n","  '1461329041_c623b06e5b.jpg': ['The two ladies are riding bicycles near the beach .',\n","   'Two women in summer wear ride beach cruiser tricycles on the concrete near the beach .',\n","   'Two women on low riding three-wheeled vehicles with baskets .',\n","   'two women ride their three wheelers .',\n","   'Two women riding tricycles .'],\n","  '1461653394_8ab96aae63.jpg': ['A large white dog growling at a large black dog .',\n","   'A white and black dog wrestle together .',\n","   'A white dog bites at a black dog .',\n","   'A white dog snarls at a black dog in front of a set of steps .',\n","   'The black dog and the white dog seem to be getting ready to fight .'],\n","  '1461667284_041c8a2475.jpg': ['A guitarist plays while people play with hula-hoops in the background .',\n","   'A guitarist sits playing before microphones , while a man and a boy dance and a woman stands by .',\n","   'A man in a white hat plays guitar on a stage .',\n","   'A man plays guitar on a stage while another woman smiles',\n","   'Four people performing music outdoors .'],\n","  '1463638541_c02cfa04dc.jpg': ['A girl climbing a rope wall .',\n","   'A girl in a harness on a rope climbing wall .',\n","   'A girl is climbing up a rope ladder with a harness .',\n","   'A person is climbing and has nearly reached the sign at the top',\n","   'A young girl suspended by rope next to a mesh .'],\n","  '1463732130_a754441289.jpg': ['A girl in a white shirt jumps on a trampoline .',\n","   'A young girl bouncing on a trampoline .',\n","   'A young girl jumping on an enclosed trampoline',\n","   'The girl in blue jeans and white shirt is balancing on one leg .',\n","   'We cannot see the face of the girl with the white T-shirt and blue jeans .'],\n","  '1463732807_0cdf4f22c7.jpg': ['A boy on a playground swing strikes a medatative pose .',\n","   'A boy on a swing wearing a green shirt is making hand gestures .',\n","   'A young boy makes a meditational pose on a swing .',\n","   'Boy in green shirt sitting in swing with eyes closed and making gesture with hands .',\n","   'Boy posing for camera'],\n","  '1464120327_d90279ca3a.jpg': ['A little boy presses his face a window .',\n","   'A little boy puts his face up to the uniquely-shaped window .',\n","   'A little boy stands up next to a window and cries .',\n","   'A young boy in a blue shirt presses against the glass for a better look at desserts .',\n","   'Little boy peering into a glass display case .'],\n","  '1465666502_de289b3b9c.jpg': ['A black dog is swimming in green water with something in its mouth .',\n","   'A black dog playing in a river .',\n","   'a black dog wearing a red collar is dragging a rope though a river .',\n","   'A black dog with a red collar retrieving a stick from deep water .',\n","   'The black dog emerges from the water having collected an object in his teeth .'],\n","  '146577645_91b570c0d0.jpg': ['A kayaker goes through the waves holding his paddle .',\n","   'A man paddles down the rapids in a kayak .',\n","   'A man with a red helmet kayaking .',\n","   'A person maneuvers rapids while riding a watercraft .',\n","   'Man kayaking through rough waters .'],\n","  '146577646_9e64b8c2dc.jpg': ['A kayaker is battling waves in a purple boat while wearing rain gear .',\n","   'A man is paddling in whitewater rapids .',\n","   'A man kayaks in rough water .',\n","   'Man in a kayak swimming in rough waters .',\n","   'Person kayaking in white water .'],\n","  '1466307485_5e6743332e.jpg': ['A group of people pull a jeep stuck on a rock .',\n","   'A man in an orange vest leans over a pickup truck .',\n","   'A man in an orange vest trying to pull a vehicle which is attached to another vehicle out of a rocky area .',\n","   'A person in a safety vest pushing a truck .',\n","   'The white truck is stuck on the large rocks .'],\n","  '1466307489_cb8a74de09.jpg': ['Men in helmets and orange vests pulling a jeep out of a ditch',\n","   'Men in orange safety vests pulling vehicle out of a ditch .',\n","   'Men in orange vests try to free a vehicle stuck beside a road .',\n","   'Three man in hi viz jackets are pulling attempting to pull a trapped four wheel drive car from a ditch .',\n","   'Three men in orange vests are pulling a jeep out of a ravine while another man sits inside .'],\n","  '1466479163_439db855af.jpg': ['A brown dog runs through the grass holding something in its mouth .',\n","   'A brown dog runs with a toy in its mouth .',\n","   'A small dog runs in a field , with a toy in its mouth .',\n","   'Chocolate brown dog running on grass with something in its mouth .',\n","   'The dog is running with food in his mouth .'],\n","  '1467533293_a2656cc000.jpg': ['The two girls are playing on a yellow and red jungle gym .',\n","   'Two girls play at a park .',\n","   'Two little girls , both dressed in pink , play on the jungle gym .',\n","   'Two little girls in pink are in a playground .',\n","   'two young girls wearing pink playing on a playground'],\n","  '1468103286_96a6e07029.jpg': ['A Baseball batter raising his arm .',\n","   'A baseball player from New York waiting to bat during a game .',\n","   'A baseball player in a Yankees uniform is holding a bat in one hand',\n","   'A New York Yankee holds up a bat .',\n","   'New York Yankee warming up .'],\n","  '1468389504_c724bdcad0.jpg': ['Two girls in pink are playing on yellow playground bars .',\n","   'Two girls on a jungle gym .',\n","   'Two little girls in pink outfits play on a yellow and red playground .',\n","   'Two young girls on a playground .',\n","   'two young girls wearing pink outfits playing on yellow monkey bars .'],\n","  '1468429623_f001988691.jpg': [\"A black dog is jumping up , biting a man 's padded arm .\",\n","   'A dog leaps on a man .',\n","   'A man training a dog to attack his padded left arm .',\n","   \"A man walks while a black dog is trying to bite something on the man 's arm .\",\n","   'The man is wearing safety gear while he is training the black dog .'],\n","  '1468962616_5803b4397f.jpg': ['A boy in a pool squirts a bright green water gun .',\n","   'A child plays with a water gun in a pool .',\n","   'A child wearing yellow goggles uses a squirt gun .',\n","   'a little boy is squirting a yellow water pistol in the swimming pool .',\n","   'a young boy in a pool playing with a green water gun'],\n","  '1469000260_5d473c8283.jpg': ['A big tan dog lays on the ground looking to the side .',\n","   'A large dog sits in the grass .',\n","   'A large tan dog sits on the edge of the woods .',\n","   'Brown dog laying on gravel with grass and trees in background .',\n","   'The large brown dog is sitting on the path next to a tree .'],\n","  '1469358746_2a879abaf3.jpg': ['A man and his dog in the mountains .',\n","   'A man and his dog on the top of a mountain .',\n","   'a man holding a camera is sitting on a mountain with a black dog .',\n","   'A man poses with his black dog at the top of a mountain .',\n","   'A man with a dog .'],\n","  '1470061031_4cb59c12a8.jpg': ['Two brownish dogs are fighting .',\n","   'Two dogs are fighting on brick pavement .',\n","   'two dogs playing with each other',\n","   'Two light golden colored dogs playfully wrestle together on the brick area .',\n","   'Two pale brown dogs tussling on paved ground .'],\n","  '1470132731_fa416b7504.jpg': ['A black dog is running in the water .',\n","   'A black dog running into the water .',\n","   'A black dog running through water .',\n","   'A black dog 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['Two children are playing with a kite out in wide open countryside .',\n","   'Two children running in a field .',\n","   'Two children running in a field with a kite there is a fence in the background and mountains',\n","   'two young girls fly a kite .',\n","   'Two young girls run across a field as they fly a kite in the cloud-covered sky .'],\n","  '152029243_b3582c36fa.jpg': ['A man maneuvers a motorcycle through a rocky stream .',\n","   'A motorcycle rider navigating his bike over a stone obstacle .',\n","   'A young man is in a stream with his dirt bike .',\n","   'BMX biker in shallow stream with current performing a wheelie',\n","   'The man is dirt bike riding is the stream and climbing the rocks on the bank of the water .'],\n","  '1521623639_4bda3407cc.jpg': ['A homeless man sitting on a sofa under an overpass .',\n","   'A man is sitting on a couch under an expressway ledge .',\n","   'A man sits on a couch outside under an overpass .',\n","   'Bum sitting on a couch 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black and white dog wearing a red harness is running around with a ball in its mouth .',\n","   'Small dog with red harness fetching a ball .',\n","   'The dog wearing the red collar is running across the grass with a ball in its mouth .'],\n","  '1525153022_06c48dbe52.jpg': ['A black dog is running through the shallow edge of a large body of water .',\n","   'A black dog is running through the water .',\n","   'A black dog jumps high out of the water .',\n","   'a black and tan dobbermen running through the ocean .',\n","   'The dog runs through the water .'],\n","  '1526181215_c1a94325ae.jpg': ['A dog is jumping into the water .',\n","   'a dog jumps into the water .',\n","   'A little dog with a red head is jumping into the water .',\n","   'A small dog leaps in the water .',\n","   'Small dog jumping into water .'],\n","  '1526325728_74eb4153d8.jpg': ['A grey colored dog walks in wet sand at a beach .',\n","   'A grey dog plays in the sand at the ocean .',\n","   'Light brown dog 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lab jumping up to catch a toy .'],\n","  '1675679141_36c9bc2969.jpg': ['A jacketed man with his back to the camera is overlooking the water .',\n","   'A man fishing from the shore in the wintertime .',\n","   'A man in a heavy coat fishes from a concrete platform .',\n","   'A man stands on a concrete ledge and casts his fishing pole into the water below .',\n","   'A person in warm clothing fishes off a wall .'],\n","  '1676601498_7d59327523.jpg': ['A male and a female are leaning against railing looking off with the ocean in the background',\n","   'A man and a woman are looking at the view on a stairway by the sea .',\n","   'Man and woman watching something near rocky ocean surf .',\n","   'two people leaning over a green railing with the ocean in the background',\n","   'Two people on a walkway over rushing water .'],\n","  '1679557684_50a206e4a9.jpg': ['a big black dog jumps in the air to catch the tennis ball in his mouth .',\n","   'A dog looks at another dog catching a ball in the air',\n","   'A white dog is watching a black dog jump on a lawn next to a pile of large rocks .',\n","   'A white dog watching a black dog in the air .',\n","   'Two dogs playing with a tennis ball in the yard .'],\n","  '1679565118_d36f0d6d52.jpg': ['A black dog catches a tennis ball in his mouth while a white dog watches .',\n","   'A black dog jumps to catch a ball in his mouth near a rock wall .',\n","   'Black dog jumping in the air with white dog standing on grass behind near pile of rocks .',\n","   'Black dog jumping to catch tennis ball',\n","   'The black dog is catching a ball , while the white one watches .'],\n","  '1679617928_a73c1769be.jpg': ['A basset hound is leashed to the rearview mirror of a yellow and white vehicle',\n","   'a black and white dog tied to a yellow and white van',\n","   'A dog , lying down , tethered to the side mirror of a yellow VW bus .',\n","   'a dog with black , white , and brown coloring is leashed up to a mirror',\n","   'The black and white dog is tethered next to a yellow car .'],\n","  '1680126311_b92a2e8e72.jpg': ['A boy hitting a soccer ball with his chest .',\n","   'A child is hitting a soccer ball with their chest .',\n","   'A child is playing soccer with a blue and white soccer ball nearby onlookers .',\n","   'The boy hits the blue and white soccer ball with his knee .',\n","   'The boy is kicking a soccer ball .'],\n","  '1682079482_9a72fa57fa.jpg': ['A little girl on a kid swing .',\n","   'A little girl shouts for joy as she swings on the swing .',\n","   'A toddler girl in a swing is laughing .',\n","   'A toddler in a pink shirt in a bucket swing .',\n","   'A young girl making a wide mouthed expression while swinging .'],\n","  '1683444418_815f660379.jpg': ['A man in a camouflage tank top standing next to a man in a grey t-shirt with a fountain in the background .',\n","   'Two man standing in front of a huge fountain with several background people .',\n","   'Two men are posing for a photograph in front of a fountain in a city .',\n","   'Two men are standing in front of a fountain smiling .',\n","   'Two men standing in front of fountain while other people sit on the grass'],\n","  '1685463722_55843b6d3c.jpg': ['A woman and her two dogs are walking down the street .',\n","   'A woman wearing cut off shorts walks down the street with a dog .',\n","   'The woman in blue shorts and a brown vest has a black dog to the right of her and a dog behind her .',\n","   'The woman is walking her dogs .',\n","   'Woman and small black dog walking across pavement'],\n","  '1685990174_09c4fb7df8.jpg': ['A bunch of kids run on a school play field .',\n","   'A group of children in a field .',\n","   'A group of children running in the grass .',\n","   'Kids play soccer on a field .',\n","   'Kids running in the field .'],\n","  '1688699579_2f72328c7e.jpg': ['A small dog and a large dog carrying a stick in its mouth run outside .',\n","   'A smaller white dog is trying to get a hold of a stick that a bigger tri-colored dog has in its mouth .',\n","   'The little white dog is trying to bite onto the stick that the black dog is carrying .',\n","   'Two dogs run and play with a brown stick .',\n","   'two dogs run for a stick .'],\n","  '1689658980_0074d81d28.jpg': ['The two dogs are enjoying a run through the surf .',\n","   'Two dogs are running through the surf .',\n","   'Two dogs play in the surf .',\n","   'Two dogs running through the water on a beach .',\n","   'Two dogs run out of the ocean lake .'],\n","  '1691573772_1adef8e40e.jpg': ['A girl in a pink shirt is riding a bicycle in traffic .',\n","   'An Asian woman rides a bicycle in front of two cars .',\n","   'A woman in a pink sweater rides her bike alongside cars .',\n","   'A woman is riding her bicycle down the street .',\n","   'A woman wearing a pink sweater rides a bike with a car behind her .'],\n","  '169490297_b6ff13632a.jpg': ['A boy in a blue , yellow , and orange shirt holding his arms out from his sides .',\n","   'A boy in a blue , yellow , and orange shirt plays outside .',\n","   'A boy looks down and spreads his arms wide',\n","   'A child with a brightly colored shirt plays outside .',\n","   'The boy in the blue and yellow top is standing with arms outstretched .'],\n","  '170100272_d820db2199.jpg': ['A child is on a slide .',\n","   'A child is sliding down a spiral slide on a playground .',\n","   'A girl goes down a blue and yellow slide at a park .',\n","   'A little girl is sliding down a slide at a park .',\n","   'A small girl slides down a spiral slide at the playground .'],\n","  '1713248047_d03721456d.jpg': ['A brown dog , a black and white dog , and a black dog are all standing in a field .',\n","   'a brown dog faces a black dog and a white dog in a field of long grass .',\n","   'The three dogs are in a field .',\n","   'The three dogs are standing in tall grass .',\n","   'Three dogs in a field .'],\n","  '1713248099_d860df4e10.jpg': ['A brown dog , a black dog and a black and white dog are in a grassy field',\n","   'A white and black dog , a yellow dog and a black dog in a grassy field .',\n","   'Black dog , orange dog and black and white dog , on grass .',\n","   'Three dogs are running through a grassy field .',\n","   'three multicolored dogs standing in a grassy field'],\n","  '1714316707_8bbaa2a2ba.jpg': ['A boy in a red jacket smacks a snow covered tree with a stick .',\n","   'A child stands underneath a snow-covered tree .',\n","   'A little boy shakes the snow off of a tree .',\n","   'A person in a red jacket stands under a snow-covered tree .',\n","   'Child standing in a snowy landscape pulling down a snow-covered tree branch .'],\n","  '171488318_fb26af58e2.jpg': ['A dog is walking along some dry cracked earth .',\n","   'A dog walking along a cracked and ashen surface .',\n","   'A dog walking on mud flats .',\n","   'A dog walks across the rocky ground .',\n","   'A dog walks through some mud .'],\n","  '1716445442_9cf3528342.jpg': ['A man picking up a big rock .',\n","   'A person holds a large rock while a white car is parked .',\n","   'A person in a green jacket and black pants lifts a rock .',\n","   'A person picks up things in a rocky spot next to a car .',\n","   'A woman picking up a large rock .'],\n","  '1718184338_5968d88edb.jpg': ['A couple of people are standing and the person in the red coat is pointing at the body of water .',\n","   'The couple are looking downriver .',\n","   'Two people in rafting gear standing on a dry , rocky riverbank , pointing at the river .',\n","   'Two people stand by a river , one wearing a helmet points .',\n","   'Two people stand on the rocks above the water and look at something .'],\n","  '172092461_a9a9762e13.jpg': ['A man wakeboards in a red vest and smiles for the camera .',\n","   'A man wearing a red life vest waves as he waterskiis .',\n","   'A young man rides a wakeboard .',\n","   'guy wakeboarding one handed and smiling',\n","   'Man rides surfboard through water .'],\n","  '172092464_d9eb4f4f2f.jpg': ['A guy waterskiing behind a boat .',\n","   'a man wakeboards on a lake .',\n","   'A young man is wakeboarding on a body of water .',\n","   'Blond boy waterskiing .',\n","   'The boy is wakeboarding on the lake .'],\n","  '172097782_f0844ec317.jpg': ['A man in swim trunks and a red life vest jet skiing .',\n","   'A man waterskiing with one hand .',\n","   'A man wearing a red life jacked is holding a purple rope while waterskiing .',\n","   'A man wearing swimming trunks is waterskiing backwards using only one hand .',\n","   'Person in red ski jacket skiing backwards'],\n","  '172097783_292c5413d8.jpg': ['A boy is wakeboarding on a lake with one hand .',\n","   'A man wearing a red life jacket is water-skiing across a bay .',\n","   'A surfer in blue shorts surfs over water .',\n","   'A young man dressed in blue swimming trunks and a red life jacket waterskiing in a blue lake .',\n","   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photo a man is shown on a dirt path with a jumping dog .'],\n","  '1731546544_9fbf14617b.jpg': ['a black dog jumping through some water',\n","   'A black dog leaps out of the water .',\n","   'a black dog runs through the water .',\n","   'A black dog splashes in the water .',\n","   'A large black dog is playing in the ocean .'],\n","  '1732217138_aa0199ef87.jpg': ['The couple eat their meal outside .',\n","   'two people sit on a bench .',\n","   'Two people sitting , facing away , with dreadlocks .',\n","   'Two people with dreadlocks .',\n","   'Two people with dreadlocks sit on a wooden bench .'],\n","  '1732436777_950bcdc9b8.jpg': ['A couple on the stairs are photographing a man and woman embracing in front of a building .',\n","   'A couple stands at the top of the stairs and two people stand at the bottom .',\n","   'A man and woman pose outside of a building while talking to two other people .',\n","   'A man and woman stand at the top of cement stairs together .',\n","   'A man holds a woman as another couple walk up the steps towards them .'],\n","  '174466741_329a52b2fe.jpg': ['A girl in a pink tank top and green pants is running through a field of tall flowers .',\n","   'A girl with a pink shirt is running through flowery grass .',\n","   'a small child in a pink shirt running through a flowery field .',\n","   'A young girl is walking through a grassy pasture .',\n","   'A young girl wearing a pink shirt and jeans is running through a flowered field .'],\n","  '1745110280_0cbff5e273.jpg': ['A brown dog with a black collar stands next to a bush .',\n","   'A caramel colored dog sits in front of trees looking forward .',\n","   'A sad looking dog sitting next to shrubs .',\n","   'Stretched image of a brown dog with a white patch of fur in his chest area sitting in the grass with trees in the background .',\n","   'The brown dog is wearing a black collar .'],\n","  '1752454466_723790dbd6.jpg': ['A brown and white dog exiting a yellow and blue ramp in a grassy area .',\n","   'A brown and white dog is running down a ramp .',\n","   'A brown and white dog running off of an obstacle .',\n","   'A brown a white dog runs down a yellow and blue ramp .',\n","   'This dog is done running down the yellow board .'],\n","  '1763020597_d4cc8f0f8a.jpg': ['people sit against a wall',\n","   'A bunch of people sit in the shade of a cement awning .',\n","   'A group of people are sitting below a concrete structure that overlooks a staircase .',\n","   'Five adults are sitting on stone steps .',\n","   'Several people are sitting under an overhang on stone steps .'],\n","  '1764955991_5e53a28c87.jpg': ['A brown and white dog trotting down the road in autumn .',\n","   'A brown dog is carrying a ball up the road .',\n","   'A dog with a ball in his mouth running down a road covered in leaves .',\n","   'A large dog walks along a gravel path in the woods .',\n","   'A tan and white dog retrieving a ball on a gravel path .'],\n","  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'1772859261_236c09b861.jpg': ['A black and white dog plays in the water .',\n","   'A black and white dog walking in shallow water',\n","   'A dog splashes through the water .',\n","   'A dog swims .',\n","   'Black and white dog wearing a harness walking through water .'],\n","  '177302997_5b2d770a0a.jpg': ['A child holding on to the bar while riding a horse on a carousel ride .',\n","   'A child is riding a plastic horse at an amusement park .',\n","   'A child on a fake horse ride .',\n","   'A child sitting on a carousel horse .',\n","   'Row of plastic horses that form a childrens ride with one child riding .'],\n","  '1773928579_5664a810dc.jpg': ['A crowd is watching a dog climb up a staircase .',\n","   'A dog is running through an obstacle course in front of a group of people .',\n","   'A dog performs a trick on a ladder in front of a crowd observing his talent .',\n","   'Large brown dog walks up a blue staircase .',\n","   'Onlookers watch a German Shephard climb steps on an 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.'],\n","  '1778020185_1d44c04dae.jpg': ['A brown dog runs for a white and black dog on the grass .',\n","   'A white dog and a brown dog play in the grass .',\n","   'The dogs are in the field playing .',\n","   'Two dogs playing on grass .',\n","   'two dogs play together .'],\n","  '1781227288_6811e734be.jpg': ['A man in yellow stands in a garbage strewn underpass .',\n","   'A man stands near garbage and a spray painted drawing .',\n","   'A man wearing a yellow shirt is standing in front of a cement wall with drawings on it .',\n","   'a man wearing a yellow shirt standing in the middle of a bunch of garbage and a graffitied wall .',\n","   'A man wearing a yellow shirt standing near some refuse .'],\n","  '1784309115_0ad6791146.jpg': ['A girl in the bathing suit talking to a guy .',\n","   'A woman in a bikini is talking to a regularly dressed man on a bridge',\n","   'A woman in a small pink bikini chats on a cellphone while a man looks on outside a city shop .',\n","   'A woman in a string bathing suit with a man on a boardwalk on a foggy day .',\n","   'A woman in a pink bikini next to a man in brown .'],\n","  '1785138090_76a56aaabc.jpg': ['A female walking wearing a string bikini towards a man in a striped shirt .',\n","   'A woman in a skimpy bathing suit walks away .',\n","   'A woman in a swimsuit walks along the street next to three trees .',\n","   'A woman wearing a skimpy bathing suit is walking with a towel in a parking lot .',\n","   'Three big trees and the back side of a girl in bikini .'],\n","  '1786425974_c7c5ad6aa1.jpg': [\"A large dog sniffing a human hand while a small dog is sniffing the large dog 's butt .\",\n","   'A person reaches for a large grey dog while a black dog trails .',\n","   'A smaller dog sniffs a larger dog in the hills .',\n","   \"the black dog is sniffing the brown dog 's butt .\",\n","   'The lady ask the dog to give her the ball on their beach walk .'],\n","  '1787222774_d5c68cce53.jpg': ['Kids ride outside in red car .',\n","   'Two children are riding in a red play vehicle at a real gas station .',\n","   'Two children in a toy car , in front of a gas station .',\n","   'Two kids in a toy car at a gas station .',\n","   'two young children riding in a toy car at a real gas station'],\n","  '179009558_69be522c63.jpg': ['A black and white dog lies on the ground next to a little girl on a red bicycle in the woods .',\n","   'A child in a red sweatshirt , jeans , and black bike helmet and a dog pose for a picture outdoors .',\n","   'A child is sitting on a bike next to her dog',\n","   'A little girl poses on her bike with her dog in the woods .',\n","   'The dog is laying on the ground next to the little girl with the red bike .'],\n","  '1794818900_e0ffdd268e.jpg': ['A girl plays on a red toy .',\n","   'A little girl in a blue coat is rocking on a red playground toy .',\n","   'A little girl is playing on a toy outdoors .',\n","   'A little girl is riding a toy tricycle on springs .',\n","   'The girl wearing a blue coat is standing on the wooden rocking toy in the playground .'],\n","  '1795151944_d69b82f942.jpg': ['A team of dogs , and a woman following on a bike .',\n","   'A woman is riding a three wheeler bicycle behind a pack of dogs .',\n","   'A woman on a trike and a team of dogs .',\n","   'Six huskies are pulling a three wheeled vehicle through the grass .',\n","   'Woman being pulled on a large tricycle by several sled dogs .'],\n","  '1797507760_384744fb34.jpg': ['Four shirtless men are hiking up a canyon .',\n","   'Four shirtless men hike up a canyon .',\n","   'Shirtless men hike through a canyon .',\n","   'The hikers are climbing up the mountains .',\n","   'Topless men walking up a rocky path .'],\n","  '1797554350_20998753c0.jpg': ['A jogger is being sheltered with an umbrella .',\n","   'A runner is being handed a water bottle from a woman in a teal jacket holding an umbrella .',\n","   'A woman assists a marathon runner by holding an umbrella over her and giving her water .',\n","   'A woman is holding a pink and brown umbrella for a lady running in a race wearing number 13406 .',\n","   'On a rainy day , a woman holds an umbrella above a runner and gives her water .'],\n","  '1798209205_77dbf525b0.jpg': ['A blonde haired woman is pouring drinks at a bar .',\n","   'A blonde woman pours a glass of wine in a dim restaurant .',\n","   'A lady in the kitchen is pouring wine .',\n","   'A woman in a restaurant pouring wine into a clear glass .',\n","   'A woman with a tag is pouring red wine in a glass'],\n","  '1798215547_ef7ad95be8.jpg': ['A boy wearing navy blue slides down a gray slide .',\n","   'A boy with laying on his stomach with his arms in front of him .',\n","   'A child sliding face first down a metal tube',\n","   'A little boy in black slides headfirst down a tan tube with his mouth open wide .',\n","   'A young boy going headfirst down a slide .'],\n","  '179829865_095b040377.jpg': ['A man beginning to waterski wearing a red life jacket .',\n","   'A man holds on to a handle in the water .',\n","   'A man waterskies .',\n","   'A man waterskies with a life jacket .',\n","   'a waterskier wearing a red life jacket is holding the line waiting to be pulled up in the water .'],\n","  '1799188614_b5189728ba.jpg': ['A boy in a swimsuit walking in the sand towards the water',\n","   'A boy is running towards a seagull on a beach .',\n","   'A little boy on a beach runs towards the water .',\n","   'A young boy chasing a gull on the beach',\n","   'A young boy is walking towards a seagull on the shoreline of a beach .'],\n","  '1799271536_6e69c8f1dc.jpg': ['A brown and black dog runs down a sandy beach .',\n","   'An animal running through the sand at the beach .',\n","   'An orange cat with black stripes on a beach .',\n","   'A striped dog runs along the beach .',\n","   'Long necked dog jumps on'],\n","  '1800601130_1c0f248d12.jpg': ['A brown dog is jumping after a tennis ball .',\n","   'A brown dog leaps into the air to catch a dirty tennis ball in its mouth .',\n","   'A dog that looks much like a coyote jumps into the air over a grassy field to catch a tennis ball .',\n","   'A red dog jumps to catch a tennis ball in the dry tall grass .',\n","   'The brown dog catches a ball in the air .'],\n","  '180094434_b0f244832d.jpg': ['A few younger boys play around a fountain .',\n","   'A group of people gather around a large fountain .',\n","   'Three boys play around a fountain in an office building courtyard .',\n","   'Three kids are playing at a fountain in front of a building .',\n","   'three kids playing around a fountain'],\n","  '1801063894_60bce29e19.jpg': ['A girl in a yellow bathing suit from a cliff looks at a person in the water .',\n","   'A girl in a yellow bathing suit stands on a rock over a body of water .',\n","   'A woman in a yellow bathing suit gets ready to jump in the water to join someone .',\n","   'A woman standing on a rock prepares to jump into the water .',\n","   'Wet girl in yellow swimsuit looks over cliff to a swimmer in the water .'],\n","  '1801188148_a176954965.jpg': ['A brown dog is running towards three other dogs .',\n","   'Four dogs are running around in the grass .',\n","   'Four dogs of varying breeds running through a field .',\n","   'Four dogs playing in a field',\n","   'Four dogs play together on a grassy and leafy ground .'],\n","  '1801663973_5ad393caeb.jpg': ['A girl laying on the tree with a boy kneeling before her .',\n","   'A girl with bright red hair and black clothes is posing on a tree trunk .',\n","   'A large woman with long pink hair dressed in black is laying on a tree trunk talking to a man who is crouched down next to her .',\n","   'A red haired woman in black is posing for a man while resting on a tree .',\n","   'A woman with pink hair dressed in black talks to a man .'],\n","  '1801874841_4c12055e2f.jpg': ['A brown dog is staring closely at a sleeping brown and white dog .',\n","   'A little dog struggles with a man holding a slipper .',\n","   'A small brown dog is playing with a fuzzy slipper .',\n","   'The black and tan dog is on a rug , tugging on a slipper .',\n","   'The little dog grabs a hold of the bedroom slipper with its mouth .'],\n","  '1802092493_7b44fdb6b9.jpg': ['Four young children dressed formally pose for a potrait with the two boys standing in front and the two girls smiling in the back .',\n","   'Four young children pose in formally for an informal picture .',\n","   'Two girls and two boys dressed alike stand together .',\n","   'Two girls in matching pink and white dresses and two smaller boys in matching black and white shirts .',\n","   'Two little girls in matching dresses pose with two little boys in matching outfits .'],\n","  '1803631090_05e07cc159.jpg': [\"A girl in a firefighter 's uniform looks back and says something .\",\n","   'A woman is dressed in a \" fire department \" uniform .',\n","   'A young female firefighter stands in front of a crowd .',\n","   'The lady is wearing a blue fire department shirt .',\n","   'The woman wearing a fire department uniform is talking to people .'],\n","  '180506881_de0f59770f.jpg': [\"The camera focuses on two people 's legs .\",\n","   'The legs and mid-sections of two people with skateboards .',\n","   'Two guys walking , one carrying a skateboard',\n","   'two male skaters walk on sidewalk',\n","   'two people wearing white shirts and jeans each carrying a skateboard'],\n","  '1805990081_da9cefe3a5.jpg': ['A boy in a striped shirt walking a small dog on a leash .',\n","   'A boy is walking a small white dog down the street .',\n","   'A boy signals with his hands while he walks a white dog with a pink leash .',\n","   'A dark skinned boy is walking a white dog on a pink leash down a sidewalk .',\n","   'A young boy showing off while walking his white dog in a neighborhood .'],\n","  '1806580620_a8fe0fb9f8.jpg': ['A blonde lady with sunglasses smiles .',\n","   'A blonde woman wearing sunglasses and dice earrings smiles .',\n","   'A woman wearing black sunglasses looks to the right and smiles .',\n","   'A woman wearing sunglasses smiles .',\n","   'The gal wearing the black sunglasses and blue jean jacket is smiling .'],\n","  '1807169176_7f5226bf5a.jpg': ['A group of people sit around a blazing fire at night .',\n","   'A large campfire at night with several people sitting around it .',\n","   'People are clustered around a bonfire at night .',\n","   'People sitting around a campfire at night .',\n","   'Several people are sitting around a fire at night .'],\n","  '1808007704_ee8a93abb4.jpg': ['A man in a red shirt is jumping from one rock to another larger rocker with two male spotters below him .',\n","   'A man in the red shirt tried to hang onto the rock while three others watched .',\n","   'A man is hanging from the edge of a rock while two others catch him .',\n","   'a man jumping from one large rock to the next',\n","   'A man jumps from one boulder to another and two men try to catch him as he barely makes it .'],\n","  '1808370027_2088394eb4.jpg': ['A dog swims towards a waterfall .',\n","   'a tan and white dog swimming towards a waterfall',\n","   'A yellow dog swims towards a waterfall .',\n","   'The dog swims through the water toward the waterfall .',\n","   'The dog swims towards a waterfall .'],\n","  '1808504612_3508f3c9bb.jpg': ['Children climbing huge tree .',\n","   'Two children are sitting in some tree branches .',\n","   'Two children look down from a green tree they have climbed .',\n","   'Two kids in a green tree .',\n","   'Two people standing in tree on a sunny day'],\n","  '1809758121_96026913bb.jpg': ['A blond girl wearing blue jumping across a stream .',\n","   'A girl hops across the river , from rock to rock .',\n","   'A girl jumping from one rock to another in a creek .',\n","   'A girl leaps through the air while running on the riverbank .',\n","   'A little girl jumps from one rock to another in a creek .'],\n","  '1809796012_a2dac6c26b.jpg': ['A black and white dog standing on its hind legs on carpeting in front of a chair .',\n","   'A black and white dog stands on its hind legs .',\n","   'a boy jumps .',\n","   'Black and white dog in living room standing on hind legs .',\n","   'Closeup of a dog standing on its hind legs'],\n","  '1810651611_35aae644fb.jpg': ['A closeup of a little girl on a swing .',\n","   'A little girl in a dress with pink flowers swings on a red-seated swing .',\n","   'A little girl in a pink and white flowered dress and blue sweater swinging .',\n","   'A young girl is swinging in a backyard .',\n","   'The little girl swings in the backyard .'],\n","  '181103691_fb2f956abd.jpg': ['A group of children play in the street where water is sprayed .',\n","   'Children playing in water .',\n","   'Children play in the street under a spray of water from a large machine .',\n","   'Kids playing under a big sprinkler .',\n","   'Kids play in the water in the middle of the street .'],\n","  '181157221_e12410ef0b.jpg': ['A man and a woman walk their dogs on leashes .',\n","   'Dogs straining on leashes towards each other , as owners walk apart on grass .',\n","   'The two dogs are being pulled away by their owners .',\n","   'Two dogs on leashes straining toward each other while their owners walk away from each other .',\n","   'Two dogs try to reach each other as their human companions pull them in opposite directions by their leashes .'],\n","  '1812525037_528465037c.jpg': ['The Kiss-costumed adults are pushing the strollers of the Kiss-costumed kids .',\n","   'The two young children are in black and white facepaint and costumes while riding in a stroller , they are being pushed by a man also in facepaint and a costume',\n","   \"Two babies are dressed up as Kiss along with their parent 's .\",\n","   'Two little kids in strollers have face makeup on like the band \" Kiss \" .',\n","   'Two parents with two children and others dressed up like the music group Kiss .'],\n","  '1813266419_08bf66fe98.jpg': ['A child in a striped shirt gleefully plays among some water fountains .',\n","   'A child in rolled up jeans , a striped shirt , and a helmet frolics in sprinklers .',\n","   'A girl playing in a fountain',\n","   'A girls leaps as she runs through sprinklers .',\n","   'Person with striped shirt is playing in the sprinklers .'],\n","  '1813597483_3f09d2a020.jpg': ['A dog jumps over a log in the woods .',\n","   'A large , black dog is climbing over a wooden fence surrounded by bushes .',\n","   'Black dog climbs over fallen logs or boards .',\n","   'Black dog climbs over fence in grassy area',\n","   'Black dog with a red collar is climbing over fence posts .'],\n","  '1813777902_07d1d4b00c.jpg': ['a boy dressed as a pirate smiles largley .',\n","   'A boy with a skeleton on his shirt laughs .',\n","   'A child dressed like a pirate smiles .',\n","   'A young boy dressed as a pirate and running .',\n","   'The boys enjoys his pirate costume .'],\n","  '1814086703_33390d5fc7.jpg': ['A dog looks behind itself .',\n","   'A tan dog is running alongside another dog outside',\n","   'Two dogs are running next to each other on the grass .',\n","   'Two dogs run together near the leaves .',\n","   'Two small dogs run on a dirt road covered in leafs .'],\n","  '181415975_2627aa6668.jpg': ['A blonde man is wakeboarding and is jumping into the air .',\n","   'a blond man jumping through the air over the ocean',\n","   'A blond man on a single waterski .',\n","   'A man gets air time on his wakeboard .',\n","   'Man airborne on wakeboard with elevation in the background and blue water .'],\n","  '1814391289_83a1eb71d3.jpg': ['A boy dressed as Spiderman ringing a door bell',\n","   'A child dressed as Spiderman ringing a doorbell .',\n","   'A child that is dressed as Spiderman is ringing the doorbell .',\n","   'At Halloween , this little spiderman waits to get some candy .',\n","   'A young child in a costume rings the door bell of a gray house .'],\n","  '181777261_84c48b31cb.jpg': ['A beach crowded with beachgoers .',\n","   'A busy beach has people scattered on it watching the sky .',\n","   'A partly cloudy day at the beach with people standing around and a building on the right .',\n","   'Beachgoers watch something in the sky .',\n","   'Many people are on the beach , near a building with flags flying .'],\n","  '1818403842_553a2a392c.jpg': ['black dogs jump in pool to a hand .',\n","   'Two black dogs are diving into a pool to get a dog toy .',\n","   'Two black dogs jump in a pool .',\n","   'Two black dogs jump into a blue swimming pool .',\n","   'Two dogs are leaping into a swimming pool trying to fetch the yellow toy that is floating in the water .'],\n","  '1819261140_6c022f4b1d.jpg': ['A costumed diner sits in a restaurant wearing a black outfit that covers their face .',\n","   'A costumed figure leans into the dinner table .',\n","   'A man dressed in a dark costume sitting at a restaurant table',\n","   'a man sitting at a table with a scary mask covering his face',\n","   'A person at a table , dressed in a black costume .'],\n","  '1821238649_2fda79d6d7.jpg': ['A girl dressed as a devil stands in front of a lighted object on a city street .',\n","   'A girl is dressed up in a red devil outfit .',\n","   \"A woman in a ' devil ' outfit standing in front of a fountain .\",\n","   'A woman in a red devil costume in front of a fountain .',\n","   'A woman wears a devil costume and poses in front of a fountain .'],\n","  '182493240_40410254b0.jpg': ['Two men raise their arms atop a snowy mountain .',\n","   'Two people jumping up with snow covered mountains in the background .',\n","   'Two people kneel on the snow and raise their arms with mountains behind them .',\n","   'Two people raise their arms on a snowy hill in the mountains .',\n","   'two snowboarders throw up their hands .'],\n","  '1827560917_c8d3c5627f.jpg': ['A dog with a few leashes and a vest on pulls at something with its mouth .',\n","   'A dog with a harness and a toy its mouth .',\n","   'A dog with a reflective harness looks at the camera .',\n","   'A dog with a toy in its mouth eyes the camera .',\n","   'A small black and white dog in a harness is looking at the camera'],\n","  '1835511273_790eaae6e6.jpg': ['A man dressed in a red outfit .',\n","   'A man in a red suit and a red mask stands beside another costumed man .',\n","   'A man wearing a red costume stands near others .',\n","   'The guy is wearing a red and black outfit with a matching mask .',\n","   'The man is wearing a red outfit and red mask stands in front of another man in urban camouflage .'],\n","  '1836335410_de8313a64e.jpg': ['A man dressed in brown holding a light saber .',\n","   'a man wearing a black outfit holding on to a glowing sword .',\n","   'Man dressed up in black and brown and holding a white light saber .',\n","   'The man holds a light Sabre .',\n","   'The man is playing with his Star Wars light sword .'],\n","  '1837976956_3c45d0f9b8.jpg': ['A girl in a polka dot dress singing into a microphone .',\n","   'A woman in a polka dot top is singing into a microphone .',\n","   'A woman sings into a microphone with a guitar player in the background .',\n","   'A woman with black hair wearing a black and white polka-dot dress is singing into a microphone .',\n","   'A young woman stands singing at a microphone while a man behind her holds a guitar .'],\n","  '185057637_e8ada37343.jpg': ['A group of five people stand outdoors .',\n","   'Five people in back shirts stand in front of a small object in a grove of trees .',\n","   'Five people , wearing dark blue shirts , give a presentation outdoors .',\n","   'Four men and one woman in black shirts stand in a park .',\n","   'One woman and four men wearing black shirts standing on the grass in the shade .'],\n","  '1858963639_4588cd4be9.jpg': ['A girl with a red helmet carying a lot of rope .',\n","   'A smiling woman wearing a red hardhat has a long length of rope around her shoulders .',\n","   'A woman wearing a red helmet is holding a rope and smiling .',\n","   'A woman with a helmet and climbing rope smiles at the camera .',\n","   'The smiling woman in the red helmet is outdoors holding a very long rope .'],\n","  '185972340_781d60ccfd.jpg': ['A man drives a green jeep over a few jagged rocks .',\n","   'A man drives a jeep over rough rocks .',\n","   'A man driving a green jeep is crossing over large rocks .',\n","   'A man is driving a green tractor-like vehicle over rocks .',\n","   'A vehicle climbs on rocks near a forest .'],\n","  '1859726819_9a793b3b44.jpg': ['An upset woman with her makeup streaming down her face from her tears .',\n","   'A person wearing a pink jacket who has lots of make-up on walks down a street .',\n","   'a woman wearing heavy makeup and a pink jacket is walking past a clothing shop at night .',\n","   'A woman wearing heavy makeup stands in front of a store with a neon sign saying , \" Red Light . \"',\n","   'A woman with heavy makeup is standing next to a red light sign .'],\n","  '1859941832_7faf6e5fa9.jpg': ['A dog catches a Frisbee as it jumps on the grass .',\n","   'A pitbull jumps to catch a flying disc .',\n","   'A white dog has jumped up in the air to catch a Frisbee .',\n","   'The dog jumps to catch the Frisbee .',\n","   'The white dog has a grey Frisbee in its mouth .'],\n","  '1860543210_47e94cf652.jpg': ['A guy in gray is walking across the street at night .',\n","   'A man walking across a crosswalk with long hair , a green hoodie , and a backpack .',\n","   'A man with long hair is making an \" OK \" sign with his hand while he walks down a street .',\n","   'A man with long hair wearing gray clothes and a backpack .',\n","   'a young man wearing grey pants and backpack with long brown hair'],\n","  '186346360_541047336f.jpg': ['A girl in a bikini top and shorts poses for a picture on a mountain overlooking a lake .',\n","   'A girl in a bikini top stands in front of a beautiful view .',\n","   'A girl in a bikini top with a great view in the background',\n","   'A woman poses for a picture while in front of a lake .',\n","   'Woman in white bikini top and blue shorts with body of water in the background .'],\n","  '186348874_75b2cf1ec5.jpg': ['A group of bicyclists riding down a path in an off road race .',\n","   'A group of bikers riding through the woods',\n","   'A group of people are riding bicycles in a race .',\n","   'Bikers race through a forest .',\n","   'Many bicyclists racing along a dirt road .'],\n","  '1865794069_6e3a1e57bb.jpg': ['A blond boy with a navy blue uniform kicks a soccer ball in an open field .',\n","   'A boy in an all blue uniform kicks a blue soccer ball in a grassy area .',\n","   'A little boy is playing soccer at a field .',\n","   'A small child plays with a ball while others relax and converse with one another .',\n","   'A young boy dressed in blue and white is kicking a soccer ball .'],\n","  '186890601_8a6b0f1769.jpg': ['A man in a maroon bathing suit swings on a rope on a lake .',\n","   'A man in red shorts swinging on a rope over a lake .',\n","   'A man is swinging on a rope above the water .',\n","   'A man is swinging on a rope over water .',\n","   'This man is swinging on the rope swing out over the blue water .'],\n","  '186890605_ddff5b694e.jpg': ['A guy in swimming trunks flying on a rope swing above a lake .',\n","   'A man is rope-swinging off a tree into a lake .',\n","   'A man is swinging on a rope swing into a lake .',\n","   'A person uses a rope swing over the water .',\n","   'There is a man swinging off a rope swing into a lake .'],\n","  '1874617189_e85d3f4326.jpg': ['The three people are squatting by the water .',\n","   'Three children bend over to look at the waters edge at a lake .',\n","   'Three kids lean into the water edge wearing bright pants .',\n","   'Three kids squat down and look at the ground on the shore of a lake .',\n","   'Three people squat down on the edge of a lake .'],\n","  '1876536922_8fdf8d7028.jpg': ['Two dogs are running through water carrying a rope and red float in their mouths .',\n","   'Two dogs carry a toy out of the ocean .',\n","   'Two dogs carrying a red toy in their mouths and running in water .',\n","   'Two dogs carry one object while wading in the ocean .',\n","   'Two dogs run through the water and both hold the same toy in their mouths .'],\n","  '1881494074_1bebd93089.jpg': ['A baby with a pink hat , held by a man in red and a woman in pink .',\n","   'A man is holding his baby while a woman takes a picture of the baby .',\n","   'A woman takes a photo of a baby being held by a man .',\n","   'A woman takes a picture of a baby wearing a pink hat while a man carries her .',\n","   'Woman is taking a picture of a baby in a pink hat .'],\n","  '1884065356_c6c34b4568.jpg': ['A black dog in the water',\n","   'A black dog runs through the water with a ball in its mouth .',\n","   'A black laborador with a ball in his mouth coming out of the surf',\n","   'A large , black dog with something in its mouth is coming out of a pool of water .',\n","   'The black dog waring a red collar is running through the water with a ball in its mouth .'],\n","  '1884727806_d84f209868.jpg': ['A man and a woman wear mickey mouse ears at an event .',\n","   'A man and woman wearing Mickey Mouse ears stand in a crowd .',\n","   'A man and woman wear Mickey Mouse hats .',\n","   'a man and woman wearing Mickey Mouse ears in a crowd .',\n","   'Two spectators are adorn with Mickey Mouse ears while looking back at an angle from a stadium .'],\n","  '1895768965_43cd9d164f.jpg': ['A black and white dog runs in some leaves .',\n","   'a dog sprints across the leaf covered ground .',\n","   'A dog with floppy ears runs in a forest in the fall .',\n","   'A dog with one ear up runs outside through the fall leaves .',\n","   'A white and brown dog is running over orange leaves .'],\n","  '1897025969_0c41688fa6.jpg': ['A black dog and a tan dog fighting .',\n","   'A black dog and a white dog are wrestling on the ground .',\n","   'A black dog bites a white dog while standing on the sand .',\n","   'two dogs fight .',\n","   'Two dogs , one white and one black , play with each other in the sand .'],\n","  '189721896_1ffe76d89e.jpg': ['A man rock climbs up a very tall cliff , with a blue rope behind him .',\n","   'A man wearing a red shirt is climbing up the rock wall .',\n","   'A young man climbs a mountain , another follows below .',\n","   'Man scales rock .',\n","   'The climber in red is leading climbers up a long rock face .'],\n","  '189740668_0b045f1ff2.jpg': ['A boy does a cartwheel on a rock cliff .',\n","   'a man climbs a large rock .',\n","   'A man climbs on a steep structure .',\n","   'A man climbs up a cliff face with no safety equipment .',\n","   'A shirtless man is climbing up a mountainside .'],\n","  '1904112245_549e47c8aa.jpg': ['A dog in the forest .',\n","   'A dog standing on a log in a forest .',\n","   'A grey colored dog is licking a fallen tree in the forest .',\n","   'A grey dog explores a fallen tree in the woods .',\n","   'A medium sized dog sniffing in a forest'],\n","  '190638179_be9da86589.jpg': ['A man in a hat stands in front of a gray jeep in dry grass .',\n","   'A man in a hat standing outside of his green jeep rangler .',\n","   'A man next to his black jeep .',\n","   'Man in green shirt and cargo khakis standing next to a green jeep .',\n","   'Man standing on a dirt hill next to a black jeep .'],\n","  '190965502_0b9ed331d9.jpg': ['Many of the chairs are empty with only a few people enjoying the sun .',\n","   'People are lying on lounge chairs .',\n","   'Several people lay out in the sun on white lawn chairs by a body of water .',\n","   'Two people are relaxing on a beach amidst lounge chairs',\n","   'White lounge chairs are lined up at a resort for sunbathers .'],\n","  '191003283_992257f835.jpg': ['A little blond boy and a young woman in jeans walk through a plaza .',\n","   'A toddler boy in a red tank top and khaki shorts walks on the European street with a woman in a white top and faded blue jeans .',\n","   'A woman walks and a little boy walks to the side of her .',\n","   'A young boy wearing a red shirt stands in the street with his arms open wide .',\n","   'The baby is wearing a red shirt and walking in a plaza .'],\n","  '191003284_1025b0fb7d.jpg': ['A man helps a little girl ride a bike .',\n","   'A man helps a young girl balance on a bicycle that is too big for her .',\n","   'A man holding onto a small girl on a bike .',\n","   'A man is helping a girl sit on a large bicycle .',\n","   'This man is helping a girl in an orange dress onto a bicycle .'],\n","  '191003285_edd8d0cf58.jpg': ['A man and a girl sit on the ground and eat .',\n","   'A man and a little girl are sitting on a sidewalk near a blue bag eating .',\n","   'A man and young girl eat a meal on a city street .',\n","   'A man wearing a black shirt and a girl wearing an orange shirt sitting on the pavement eating .',\n","   'A man wearing a black shirt and a little girl wearing an orange dress share a treat .'],\n","  '191003287_2915c11d8e.jpg': ['A father feeding his child on the street .',\n","   'A man in a black shirt and his little girl wearing orange are sharing a treat .',\n","   'A man is feeding a child food while sitting near a building with onlookers .',\n","   'A man , seated , serves food to a little girl .',\n","   'A man with sunglasses and a black shirt feeds ice cream to a girl with an orange dress on who is sitting beside an opened bag .'],\n","  '191592626_477ef5e026.jpg': ['A climber is scaling a mountain cliff .',\n","   'A man climbs up a mountain .',\n","   'A man in a white helmet and huge backpack is rock climbing .',\n","   'A mountain climber follows the edge of the mountain .',\n","   'A mountain climber has reached the top of a brown rock .'],\n","  '1917203130_fcaff8b10e.jpg': ['A child at an exhibit .',\n","   'a girl skips over to the fence .',\n","   'A little girl walks on a boardwalk with blue domes in the background .',\n","   'A young girl is wearing a dress with a red , black , and white design .',\n","   'Small girl in red , white and black dress looks at large silver orbs .'],\n","  '1917265421_aeccf1ca38.jpg': ['Children participate in a sport involving swine among spectators .',\n","   'Children playing with a pig',\n","   'People are gathered around watching children with a pig .',\n","   'Several children pet a pig while a crowd watches .',\n","   'the young children are petting a piglet'],\n","  '1918573100_d31cbb6b77.jpg': ['A black and white dog balances on a wooden plank .',\n","   'A dog is running on a wooden beam beside a blue fence .',\n","   'A dog performs acrobatic stunts on a platform .',\n","   'A dog walks on a red plank by a blue railing .',\n","   'The dog walks on the high plank .'],\n","  '19212715_20476497a3.jpg': ['a kayaker kayaks through the water .',\n","   'A person kayaking in the ocean .',\n","   'A person kayaks in the middle of the ocean on a grey day .',\n","   'A person rows a boat over a large body of water .',\n","   'person in a boat with a paddle in hand'],\n","  '1921398767_771743bf4e.jpg': ['A dog has a wetsuit in his mouth on the beach .',\n","   'A dog on a beach dragging an item',\n","   'A dog walking on a beach',\n","   'A tan dog dragging a deflated innertube down the beach .',\n","   'The dog on the beach has gotten a hold of something .'],\n","  '1923476156_e20976b32d.jpg': ['A fluffy white dog on a leash with its owner riding a bike .',\n","   'A person on a bike has a white dog on a leash .',\n","   'a white dog being led by a person on a bicycle',\n","   'A white dog runs along a bicycle .',\n","   'A white dog walking beside a bicycler .'],\n","  '1924234308_c9ddcf206d.jpg': ['A girl in a bikini and sneakers makes her way out of the water and onto the rocks .',\n","   'A girl in a bikini in climbing rocks .',\n","   'A woman in a bikini climbs rocks next to a rocky stream .',\n","   'A woman in a bikini is running on rocks in a stream .',\n","   'A young woman wearubg a bikini is climbing rocks near a creek .'],\n","  '1925434818_2949a8f6d8.jpg': ['Several children playing in a ball pit .',\n","   'Some children playing in a pit full of colorful balls',\n","   'Three children in a ball pit .',\n","   'Two children fall headfirst into a colorful ball pit while a third child watches .',\n","   'Two children slide down a slide into a ball pit while another child looks on .'],\n","  '1926129518_4350f4f552.jpg': ['A spotted dog , a black dog , and a puppy converging on a tennis ball .',\n","   'Three dogs are playing in the grass .',\n","   'Three dogs play in a grassy field .',\n","   'three dogs running around in the grass with woods in the background',\n","   'Two large dogs are playing in a large grassy area .'],\n","  '1928319708_ccf1f4ee72.jpg': ['A man is cycling on the road .',\n","   'A man rides a bicycle down a road with concrete barriers .',\n","   'A man rides his bicycle on a wet road .',\n","   'A person biking on a road near a fence .',\n","   'Man cycles through diry bike path wearing white helmet and gloves'],\n","  '1931690777_897a7d8ab6.jpg': ['Four boys doing a cannonball jump in unison into the pool .',\n","   'Four boys in swim trunks jump into a swimming pool .',\n","   'Four boys jumping into an inground pool .',\n","   'Four boys jumping into a swimming pool .',\n","   'Four children jump in a pool .'],\n","  '1932161768_996eadac87.jpg': ['a small dog steps onto a log .',\n","   'A small white dog climbs over a log .',\n","   'A small white dog with a blue collar is climbing over a large log .',\n","   'A white dog jumps over a log outside .',\n","   'A white terrior is jumping over a log .'],\n","  '1932314876_9cc46fd054.jpg': ['A girl wearing a blue top has her feet in the stream .',\n","   'A hiker puts his feet in a stream while wearing brown shoes .',\n","   'A man wearing a blue shirt and shorts is resting on a rock soaking his feet in a rocky stream .',\n","   'A person is sitting near smooth rocks on a stream bed .',\n","   'A woman dressed in a blue shirt , plaid shorts and brown shoes , soaking her feet in a rocky creek while sitting on a towel .'],\n","  '1936215201_d03a75cbba.jpg': ['A baby boy plays outside with a blue toy .',\n","   'A baby carrying a ball in stands in front of a house with a hose in the background .',\n","   'A little boy is holding a blue ball in the yard .',\n","   'A male child holding a ball standing on the sidewalk .',\n","   'a young boy playing with a blue ball standing on a sidewalk'],\n","  '1937104503_313d22a2d0.jpg': ['A black and white dog is playing in water .',\n","   'a black dog is standing on a step next to a river at it shakes itself dry .',\n","   'A dog is 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.',\n","   'Two women crossing the street on a cold day',\n","   'Two women walking down the street .',\n","   'Two women walking near some trees in warm , dark-colored garments , one with a hat , one with an upraised collar .'],\n","  '2079110798_ad1370a646.jpg': ['A boy sits in the library , reading a book .',\n","   'A young boy sits in a chair in a bookstore reading a book .',\n","   'A young boy takes time to read during his trip to the bookstore .',\n","   'The boy in glasses is reading .',\n","   'The boy with glasses is sitting and reading a book .'],\n","  '2079152458_40712c3b40.jpg': ['A brown and white dog holds a tennis ball in his mouth .',\n","   'A dog has a tennis ball in its mouth .',\n","   'A golden-colored dog , with his eyes alert , holds a brightly colored tennis ball in his mouth .',\n","   'A tan dog is playing with the green ball .',\n","   'Dog running with a tennis ball in its mouth'],\n","  '207930963_af3a2f1784.jpg': ['A group of people in protective gear .',\n","   'A man looking down wearing racing clothes with a motorcycle to the right .',\n","   'A man stands outside .',\n","   'A man wearing dirt bike clothes , with a logo in close-up .',\n","   'A person in bike riding gear standing with mountains in the background .'],\n","  '2079554580_f18d5c181b.jpg': ['A Dalmatian dog running downhill through leaves in a wooded area .',\n","   'A dalmatian runs through the woods .',\n","   'A dog runs in the woods .',\n","   'A dog runs through a very wooded area .',\n","   'The Dalmation is running through the woods .'],\n","  '2080033499_6be742f483.jpg': ['A brown dog is running away from his owner .',\n","   'A brown dog with a lease is running with a person behind the dog .',\n","   'A man is walking behind a dog that is standing on its hind legs .',\n","   'A tan dog on a leash stands on his hind legs .',\n","   'Dog on leash running from man'],\n","  '2081141788_38fa84ce3c.jpg': ['Three children are jumping into the air into a swimming pool at a resort .',\n","   'Three children are jumping into the water under a palm tree .',\n","   'Three children jumping into a pool .',\n","   'Three children jumping into a pool with a palm tree in the middle .',\n","   'Three children jump into a hotel pool from an artificial island .'],\n","  '2081446176_f97dc76951.jpg': ['A guy with a scarf and woven toboggan .',\n","   'A man in black and white cap and scarf .',\n","   'A man wearing a scarf and knitted hat is smiling .',\n","   'A person wearing a hat and scarf looks to the right .',\n","   'The man has a poof on top of his woolen hat .'],\n","  '2081615901_13092cac56.jpg': ['The backs of two girls dressed identically in black shirts and black and red plants as they climb on a fence .',\n","   'Two children in identical outfits hang on a chain link fence .',\n","   'Two girls wearing red pants , black pants , and sandals are climbing a chain link fence .',\n","   'Two identically dressed girls climbing a fence',\n","   'Two young girls in matching outfits standing on a chain link fence .'],\n","  '2081679622_6f1442367d.jpg': ['A boy in grey pajamas is jumping on the couch .',\n","   'A boy in pajama pants jumps on a red couch .',\n","   'A boy smiles at the camera and jumps in the air over the couch .',\n","   'a shirtless boy jumps onto the couch .',\n","   'The boy in pajama pants jumps off the sofa .'],\n","  '2082005167_a0d6a70020.jpg': ['A black and brown dog is playing on the ice at the edge of a lake .',\n","   'A black dog is breaking ice at the edge of a stream .',\n","   'A black dog is stepping on the ice .',\n","   'A black dog plays with a bit of ice by the frozen river .',\n","   'A dog stands on the edge of an icy body of water .'],\n","  '2083434441_a93bc6306b.jpg': ['an elderly woman is riding a bicycle in the city as a yellow taxi is about to pass by .',\n","   'An elderly woman rides a bicycle along a city street .',\n","   'An older woman with blond hair rides a bicycle down the street .',\n","   'A woman in a grey overcoat rides her bicycle along a street .',\n","   'Older woman wearing glassses riding a bicycle with a shopping bag on the handle , yellow car is in the background .'],\n","  '2083778090_3aecaa11cc.jpg': ['a man in the snow wearing a furry hat and a black jacket with a red scarf',\n","   'A man wearing a hat in a snowstorm .',\n","   'A man with a goatee wears a fur hat in the snow .',\n","   'Man in furry hat stands in snow',\n","   'The man is wearing a scarf , jacket , and a furry hat on a snowy day .'],\n","  '2084103826_ffd76b1e3e.jpg': ['A black and white dog is jumping in the grass .',\n","   'A black and white dog is running with a muzzle .',\n","   'A black and white dog wearing a face mask runs through a field .',\n","   'A black and white dog with a mask on its face is running in a field .',\n","   'The black and white muzzled dog is leaping above the grass .'],\n","  '2084157130_f288e492e4.jpg': ['A black and white dog runs beside a brown dog in a green field .',\n","   'The black and white dog along with the brown dog are galloping outside',\n","   'Two dogs race through a field .',\n","   'Two dogs run across the grassy field .',\n","   'Two dogs running fast in the grass .'],\n","  '2084217208_7bd9bc85e5.jpg': ['A person in a blue jacket , wearing a bicycle helmet is riding a bike',\n","   'A woman is riding her bicycle .',\n","   'A woman riding a bike in a park',\n","   'A woman with a blue jacket wears a helmet as she rides a bike .',\n","   'A woman with a helmet riding a bike .'],\n","  '2085078076_b9db242d21.jpg': ['A small boy standing near muddy water with something in his hand while someone beside him washes clothing in buckets .',\n","   'A young black child stands on the edge of a body of water near buckets .',\n","   'A young boy stands near the water in a muddy river .',\n","   'Child standing by a rivers edge with laundry in buckets next to them .',\n","   'On shore near brown water , boy holds object beside buckets of rags .'],\n","  '2085255128_61224cc47f.jpg': ['A boy high in the air above the dirt and water near the red rock cliffs .',\n","   'A medium sized child jumps off of a dusty bank over a creek .',\n","   'a young person wearing a grey shirt and yellow shorts jumping into a river .',\n","   'Person in yellow shorts , grey shirt with logo jumping from bank into the water .',\n","   'The boy in yellow shorts leaps from river bank towards the river .'],\n","  '2085400856_ae09df33a7.jpg': ['A dog in the snow .',\n","   'A dog laying in the snow .',\n","   'A dog lays on the snow .',\n","   'A golden dog plays in the snow',\n","   'A red dog crouches in the snow .'],\n","  '2085403342_a17b0654fe.jpg': ['A child in a bright red jacket runs through a pile of hay .',\n","   'A little girl in a red sweater and blue skirt is in the hay .',\n","   'A young child dances on a straw surface .',\n","   'The boy is running through hay at a pumpkin patch .',\n","   'The child is walking through straw .'],\n","  '2085557551_7a88d01d4e.jpg': ['A boy holding kitchen utensils and making a threatening face',\n","   'A boy is pulling a wild face whilst waving cooking implements in his hands .',\n","   'a girl in a tan shirt holding up a fork and knife in one hand and a pot in the other',\n","   'A person with cooking utilities poses menacingly in a dark environment .',\n","   'A woman with a knife and fork grimmaces .'],\n","  '2085726719_a57a75dbe5.jpg': ['Two girls bundled up in winter coats pose for a picture .',\n","   'Two girls holding drinks and looking at something on a cellphone .',\n","   'Two teen girls are looking at a small electronic device while wearing winter coats .',\n","   'Two women dressed for cold weather in jackets and gloves look at something on a cellphone screen .',\n","   'Two young girls huddle to look at a cellphone .'],\n","  '2086513494_dbbcb583e7.jpg': ['A girl in a white coat takes pictures .',\n","   'A girl in a white puffy jacket takes a picture .',\n","   'a group of people looking into their cameras',\n","   'Asian woman in white coat takes photo .',\n","   'The woman in the white coat is holding a camera in her hand .'],\n","  '2086532897_b8714f2237.jpg': ['A kayaker falling down a waterfall',\n","   'A man is kayaking down a waterfall .',\n","   'A man on a kayak coming down a raging waterfall',\n","   'A person is on a small boat and going down some very strong water currents .',\n","   'White water rafter goes through a rough spot .'],\n","  '2086534745_1e4ab80078.jpg': ['A man in a yellow boat paddling down rough waters .',\n","   'A rafter in a yellow raft in a steamy white river .',\n","   'A yellow kayak is descending quickly down a white water rapid .',\n","   'Kayacker riding rough current downstream .',\n","   'The yellow kayak is in the middle of the rapids .'],\n","  '2086678529_b3301c2d71.jpg': ['A girl in a purple dress smiling as she climbs an indoor rock wall .',\n","   'A girl is in a dress .',\n","   'A little girl wearing a purple dress looks down at the camera .',\n","   'a young girl climbs a rock wall , in a purple dress .',\n","   'A young girl wears a purple dress .'],\n","  '2087317114_cf06df5aa5.jpg': ['A Mani is kayaking down some calmer rapids .',\n","   'A man in a small kayak is floating down the river .',\n","   'A man in a yellow jacket is floating on the river in a green kayak .',\n","   'A man smiles in his blue and green kayak .',\n","   'A man wearing a helmet in a Pyranha kayak floats down some river rapids .'],\n","  '2087640654_1a84577a44.jpg': ['A blonde dog is digging a deep hole in the ground and its tail is up in the air .',\n","   'A dog half way in a hole in the ground .',\n","   'A dog is digging a large hole in a yard to find something .',\n","   'A dog is digging in the ground and half of his body is under the ground .',\n","   'The rear end of an animal whose front end is underground .'],\n","  '2088120475_d6318364f5.jpg': ['A person dressed up as a snowman is walking through a crowd of people .',\n","   'five cold people in the snowstorm , one wearing a snowman head',\n","   'People pose for a picture in the snow',\n","   'Three young people pose by a snowman in a red tie .',\n","   'Two couples pose with a snowman .'],\n","  '2088460083_42ee8a595a.jpg': ['A broken down hummer gets towed on a truck bed .',\n","   'A damaged vehicle is carried by a repair truck in a night-time scene .',\n","   'A flat bed truck in a parking lot with an army vehicle on its bed .',\n","   'An old , beat-up jeep being towed away .',\n","   'Dirty SUV sits on the bed of a tow truck at night .'],\n","  '2088532947_c628e44c4a.jpg': ['The girl in the white shirt has a bracelet on and has her arm around the girl in the peach shirt .',\n","   'The two girls laid on the grass together .',\n","   'Two little girls are laying on the grass smiling .',\n","   'two young girls holding each other on the grassy ground',\n","   'two young girls hug each other in the grass .'],\n","  '2088910854_c6f8d4f5f9.jpg': ['A large man is wearing a headband with mistletoe attached to it .',\n","   'A man in a sweatshirt and cap wears a flower on his head .',\n","   'A man wearing a black knit cap with a red and white striped headband with a flower on top .',\n","   'An man with a black ski cap and a red and white headband looks into the distance .',\n","   'Man wearing a black hat with a christmas theme .'],\n","  '2089122314_40d5739aef.jpg': ['A dog running with a newspaper in its mouth .',\n","   'A dog runs down the street , carrying a newspaper .',\n","   'A dog with a newspaper in his mouth runs down a paved path .',\n","   'A fluffy , tri-colored dog is running down the road with a paper in its mouth .',\n","   'An Australian shepherd dog carrying a newspaper in his mouth .'],\n","  '2089350172_dc2cf9fcf6.jpg': ['three black dogs are swimming through some murky brown water , one with a yellow object in its mouth .',\n","   'three black dogs swimming in dirty water',\n","   'Three dark dogs swimming and one of them has a ball .',\n","   'Three dogs are up to their necks in water .',\n","   'Three dogs swim in the water .'],\n","  '2089426086_7acc98a3a8.jpg': ['A girl in a hooded jacket presents a cake with candles .',\n","   'A girl in a hood jacket holds a birthday cake with many candles .',\n","   'A girl in a winter coat with a birthday cake .',\n","   'A girl is holding a birthday cake .',\n","   'A young girl holding a cake with candles dressed in a heavy coat .'],\n","  '2089442007_6fc798548c.jpg': ['A brown dog is walking in the water .',\n","   'A brown dog takes cautious steps in the calm waters with a sandy bottom .',\n","   'A brown dog wades in the water .',\n","   'A dog with red fur stands in a body of water .',\n","   'A large , golden colored dog is walking through water .'],\n","  '2089539651_9e518ec7de.jpg': ['A hiker with two hiking poles stands on a hillside with a view of the city below him .',\n","   'A hiker with two sticks is a standing on a path that is high up on a hill .',\n","   'A hiking man stands on a cliff overlooking a city .',\n","   'A man hikes on a dirt path high above a city .',\n","   'A person holding poles is standing on a rock ledge with bushes on each side overlooking mountains .'],\n","  '2089542487_b4c1ee7025.jpg': ['A hiker is ready to take on a rugged outdoor trail .',\n","   'a lone hiker on a dirt hiking trail with a hat and sunglasses on with trees in the background',\n","   'A man in shorts is hiking in a dry region .',\n","   'A man stops for a picture with the scenery during his hike .',\n","   'The man is posing for a picture in the desert wearing a green shirt and hat , and holding a metal detector .'],\n","  '2089555297_95cf001fa7.jpg': ['A man in a hat with long sleeves and long pants stands overlooking a city .',\n","   'A man stands on a cliff overlooking a city .',\n","   'A man with a backpack and hat is standing by a high cliff where you can see for miles .',\n","   'Hiker standing on top of a rock overlooking a town .',\n","   'The man wearing a backpack and a hat , stands on a ledge overlooking a city .'],\n","  '2090327868_9f99e2740d.jpg': ['A woman , a little boy , and a tiny baby are standing in front of a cow statue .',\n","   'a woman and two small children posing in front of a large cow statue .',\n","   'A woman gives a baby to a small child to hold as they stand in front of a cow statue .',\n","   'A woman stands with two children near a decorated bull statue .',\n","   'The woman and children are standing next to a statue of a cow .'],\n","  '2090339522_d30d2436f9.jpg': ['A man in a green hat is someplace up high .',\n","   'A man in a green hat is taking a self portrait .',\n","   'A man in a hat at a scenic overlook .',\n","   'a man wearing a green canvas hat with a distnat city in the background',\n","   'Man with green hate and sunglasses on a high up peak'],\n","  '2090386465_b6ebb7df2c.jpg': ['A woman and man in winter gear stand .',\n","   'Three adults wearing cold weather gear .',\n","   'Two people are wearing heavy clothing .',\n","   'Two people in winter clothing .',\n","   'two women bundled up on a snowy day'],\n","  '2090387793_274ab4cf7d.jpg': ['A boy wearing black walks down the street with his hands in fists .',\n","   'A teenage boy dressed in black stands on a snowy street .',\n","   'A teenage boy wearing all black tries to look tough with cheap jewelry on .',\n","   'A young man wearing a black hat and jacket is walking outside .',\n","   'Punk rock teenager walks with a mean look on his face .'],\n","  '2090545563_a4e66ec76b.jpg': ['the boy laying face down on a skateboard is being pushed along the ground by another boy .',\n","   'Two girls play on a skateboard in a courtyard .',\n","   'Two people play on a long skateboard .',\n","   'Two small children in red shirts playing on a skateboard .',\n","   'two young children on a skateboard going across a sidewalk'],\n","  '2090723611_318031cfa5.jpg': ['Dogs walking in the grassy field .',\n","   'Large fluffy grey dog standing in grass in front of a brown dog .',\n","   'one dog standing in some grass with his tongue hanging out and a tan dog in the background',\n","   'Two dogs of different breeds are standing in a pasture .',\n","   'Two dogs stand in the grass .'],\n","  '2090997177_76d482b158.jpg': ['A black dog bounds across the sand .',\n","   'A dog walking across the desert .',\n","   'A short black dog is walking over a barren landscape .',\n","   'A small black dog running across the sand .',\n","   'A small black dog walks in the sand .'],\n","  '2091171488_c8512fec76.jpg': ['A female wearing pink gloves and a brown jacket is smiling in the snow .',\n","   'A woman standing in the snow with people in the background .',\n","   'A young woman in a spring coat and purple gloves stands in falling snow .',\n","   'A young woman looks happy in winter clothes while it snows .',\n","   'Young asian woman with pink gloves stands in the snow .'],\n","  '2092177624_13ab757e8b.jpg': ['A boy in african clothing runs across a concrete wall .',\n","   'A little boy with a green shirt is running on a rock ledge .',\n","   'An African boy in large green shirt is running barefoot along a wall .',\n","   'A young boy dressed in green running along a smooth , stone wall near a wooded area .',\n","   'Boy in green tunic on rock wall .'],\n","  '2092419948_eea8001d0f.jpg': ['A long haired man walking away beside a canal whist holding onto a railing .',\n","   'A man walks down a path next to a waterway .',\n","   'A person walks by some blue-green water while holding a rail .',\n","   'a person with a long ponytail walks along a waterway under a tunnel',\n","   'The man with long hair is walking along a storm drain .'],\n","  '2092870249_90e3f1855b.jpg': ['A man lies on a street with his head and shoulders under a parked car that is jacked up .',\n","   'A man looks under a car on a wet street .',\n","   'A man works on a car .',\n","   'A person lies half under a car , face-down .',\n","   'A person underneath a car with a jack .'],\n","  '2094323311_27d58b1513.jpg': [\"A dog places his head on a man 's face .\",\n","   'A dog snuggles with a man in sunglasses .',\n","   \"A dog with a blue collar is licking a man who 's wearing large tinted sunglasses .\",\n","   \"A large brown dog with a blue collar is resting his chin on a man 's face .\",\n","   'An orange dog is licking a man wearing red sunglasses .'],\n","  '2094543127_46d2f1fedf.jpg': [\"A girl holding a crocodile 's mouth closed\",\n","   'A girl is posed over a statue of a dangerous animal .',\n","   'A girl sits on what appears to be a crocodile .',\n","   'A girl sitting on top of a crocodile',\n","   'A girl with red hair is sitting on a crocodile holding its jaw .'],\n","  '2094810449_f8df9dcdf7.jpg': ['A boy stands in the ocean lifting up his shorts .',\n","   'A child in blue shorts is standing ankle deep in the water .',\n","   'A little boy in blue shorts , glasses , and a coat stands in the surf .',\n","   'The kid is wearing a blue jacket and standing in shallow beach water .',\n","   'The small child wades ankle deep in the water on the shoreline .'],\n","  '2095007523_591f255708.jpg': ['A baby looks through his crib .',\n","   'A baby , surrounded by some toys , looks out of a playpen .',\n","   'Baby in playpen with wide eyes',\n","   'Baby looking through playpen bars at camera .',\n","   'The infant is laying on its stomach , in a crib , looking up at the camera .'],\n","  '2095078658_c14ba89bc2.jpg': ['A dog runs through snow in front of the woods .',\n","   'Large dog running in snow',\n","   'The dog runs through the snow .',\n","   'The German shepherd dog is running through the snow .',\n","   'The German Shepherd is running through the white snow .'],\n","  '2095435987_1b7591d214.jpg': ['A dog lying on its back in the sand .',\n","   'A white and brown dog rolls on its back in the sand .',\n","   'The dog rolls over to scratch its back in the sand .',\n","   'The white and brown dog is rolling in the sand .',\n","   'The white dog is on its back in the sand with paws in the air .'],\n","  '2095444126_201ff9f222.jpg': ['A dog is shaking off water .',\n","   'A dog shakes his head .',\n","   'A dog shakes off water',\n","   'A dog shakes off water and gets contorted .',\n","   'The dog is shaking water off of his body .'],\n","  '2095478050_736c4d2d28.jpg': ['A man and a boy play music as little girls watch .',\n","   'A man is playing a guitar with a child playing a harmonica while three young girls watch .',\n","   'Three children watch a man onstage playing guitar .',\n","   'Three little girls look on as a boy plays the harmonica with an adult guiutarist sitting beside him .',\n","   'Three little girls watch a band .'],\n","  '209605542_ca9cc52e7b.jpg': ['a climber wearing a red headband is pulling himself up some grey rocks high above some green foliage .',\n","   'A man in a headband climbing a rock .',\n","   'a man with a red headband climbing a rock cliff looming over greenery .',\n","   'Man climbing a sheet rock face .',\n","   'Man in red headband climbing a rock'],\n","  '2096771662_984441d20d.jpg': ['a man looks through his binoculars while another man holds a drink .',\n","   'A man with a thermos is standing next to a man who is gazing through binoculars .',\n","   'Two men are standing together while one looks through binoculars .',\n","   'Two men look out as one is holding binoculars .',\n","   'two people standing next to each other with mountains in the distance .'],\n","  '2097398349_ff178b3f1b.jpg': ['A hiker waves to the camera as he standing in front of snowcapped mountains .',\n","   'A man stands on the snow near the mountains .',\n","   'A person poses in the snow .',\n","   'A person stands in the snow at the top of a mountian , arms raised .',\n","   'A skier in the mountains .'],\n","  '2097403787_77a154f5b9.jpg': ['a lone person standing on some rocks with large snowy mountains in the background .',\n","   'A man is standing on the rocky ground in front of the mountain .',\n","   'A man standing in front of an icy mountain .',\n","   'The person is standing by the water in front of the snow topped mountains .',\n","   'The traveller pauses in front of the mountain view .'],\n","  '2097407245_c798e0dcaf.jpg': ['A man in a winter jacket and knit cap stand with his arms up at his side in a snow landscape .',\n","   'A man is standing on dirt with his hands in the air with mountains and snow behind him .',\n","   'A man raises his arms on rocky beach .',\n","   'One lone man with fist in the air with large rocky mountains in the background',\n","   'Man with outstretched arms standing on snow-covered rocks .'],\n","  '2097420505_439f63c863.jpg': ['A male hiker wearing a green jacket is posing next to a large glacier .',\n","   'A man with a camera and an ice structure behind him .',\n","   'A man with a camera crouching on ice .',\n","   'A man with a camera kneels in front of a giant hill of snow .',\n","   'The mountain climber prepares to take a photo .'],\n","  '2097489021_ca1b9f5c3b.jpg': ['A girl in a ballet fairy costume is touched by a wand .',\n","   'A young girl performing the nutcracker .',\n","   'The little girl is standing on a stage dressed up as a pink fairy .',\n","   'The tiny girl dressed in a butterfly ballet costume , waves her wand near a nutcracker statue .',\n","   'Young girl waving turquiose leotard and pink tutu with wings waving wand .'],\n","  '2098174172_e57d86ea03.jpg': ['A hiker is posing in front of snowy mountains .',\n","   'A hiker is standing in before the mountain holding two walking sticks .',\n","   'A man stands in front of snow covered mountains .',\n","   'A man with two ski poles stands near a mountaintop .',\n","   'The man wears a green hat and jacket while standing in front of a mountain .'],\n","  '2098418613_85a0c9afea.jpg': ['A brown chow mix dog is standing in front of a van with euro plats in the middle of a messy yard .',\n","   'A brown dog standing in a muddy yard .',\n","   'A brown dogs walks near a green van and some junk .',\n","   'A large brown dog stands in front of a green van in the yard of a house .',\n","   'A yellow dog is standing in front of a green car and next to a toilet .'],\n","  ...})"]},"metadata":{"tags":[]},"execution_count":32}]},{"metadata":{"id":"54cD90F8kdWa","colab_type":"code","colab":{}},"cell_type":"code","source":[""],"execution_count":0,"outputs":[]},{"metadata":{"id":"GSVjiS0QkdEX","colab_type":"code","colab":{}},"cell_type":"code","source":[""],"execution_count":0,"outputs":[]},{"metadata":{"id":"DCUdq5CukJuA","colab_type":"code","colab":{}},"cell_type":"code","source":["caps = []\n","for key, val in train_dict.items():\n","    for i in val:\n","        caps.append('<start> ' + i + ' <end>')"],"execution_count":0,"outputs":[]},{"metadata":{"id":"IfceNu93kXyo","colab_type":"code","colab":{}},"cell_type":"code","source":["words = [i.split() for i in caps]"],"execution_count":0,"outputs":[]},{"metadata":{"id":"NxFZ_EFnkbgJ","colab_type":"code","colab":{}},"cell_type":"code","source":["unique = []\n","for i in words:\n","    unique.extend(i)"],"execution_count":0,"outputs":[]},{"metadata":{"id":"3YH_TEG1kieX","colab_type":"code","colab":{}},"cell_type":"code","source":["unique = list(set(unique))"],"execution_count":0,"outputs":[]},{"metadata":{"id":"rQDW3N9LklJ4","colab_type":"code","colab":{}},"cell_type":"code","source":["word2idx = {val:index for index, val in enumerate(unique)}"],"execution_count":0,"outputs":[]},{"metadata":{"id":"uuXhuql9koKf","colab_type":"code","colab":{}},"cell_type":"code","source":["idx2word = {index:val for index, val in enumerate(unique)}"],"execution_count":0,"outputs":[]},{"metadata":{"id":"B5viu8cLkq33","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":34},"outputId":"2155436c-c8fd-4e4e-9d0f-331b353ba798","executionInfo":{"status":"ok","timestamp":1533199076584,"user_tz":-330,"elapsed":863,"user":{"displayName":"Prakhar Gupta","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s128","userId":"116895666417420036762"}}},"cell_type":"code","source":["max_len = 0\n","for c in caps:\n","    c = c.split()\n","    if len(c) > max_len:\n","        max_len = len(c)\n","max_len"],"execution_count":40,"outputs":[{"output_type":"execute_result","data":{"text/plain":["40"]},"metadata":{"tags":[]},"execution_count":40}]},{"metadata":{"id":"j3TIGjIDkua2","colab_type":"code","colab":{}},"cell_type":"code","source":["vocab_size = len(unique)"],"execution_count":0,"outputs":[]},{"metadata":{"id":"QFyCGmflkyPy","colab_type":"code","colab":{}},"cell_type":"code","source":["df = pd.read_csv('drive/flickr8k_training_dataset.txt', delimiter='\\t')"],"execution_count":0,"outputs":[]},{"metadata":{"id":"iezcFzltlO76","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":34},"outputId":"6f71d8d4-6ad5-4471-9870-0536e48caf53","executionInfo":{"status":"ok","timestamp":1533199089797,"user_tz":-330,"elapsed":733,"user":{"displayName":"Prakhar Gupta","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s128","userId":"116895666417420036762"}}},"cell_type":"code","source":["c = [i for i in df['captions']]\n","len(c)"],"execution_count":43,"outputs":[{"output_type":"execute_result","data":{"text/plain":["30000"]},"metadata":{"tags":[]},"execution_count":43}]},{"metadata":{"id":"_9khRjH_lSdC","colab_type":"code","colab":{}},"cell_type":"code","source":["imgs = [i for i in df['image_id']]"],"execution_count":0,"outputs":[]},{"metadata":{"id":"0C3qb4gElW0X","colab_type":"code","colab":{}},"cell_type":"code","source":["samples_per_epoch = 0\n","for ca in caps:\n","    samples_per_epoch += len(ca.split())-1"],"execution_count":0,"outputs":[]},{"metadata":{"id":"1X7BwuqXlcaX","colab_type":"code","colab":{}},"cell_type":"code","source":["def data_generator(batch_size = 32):\n","        partial_caps = []\n","        next_words = []\n","        images = []\n","        \n","        df = pd.read_csv('drive/flickr8k_training_dataset.txt', delimiter='\\t')\n","        df = df.sample(frac=1)\n","        iter = df.iterrows()\n","        c = []\n","        imgs = []\n","        for i in range(df.shape[0]):\n","            x = next(iter)\n","            c.append(x[1][1])\n","            imgs.append(x[1][0])\n","\n","\n","        count = 0\n","        while True:\n","            for j, text in enumerate(c):\n","                current_image = encoding_train[imgs[j]]\n","                for i in range(len(text.split())-1):\n","                    count+=1\n","                    \n","                    partial = [word2idx[txt] for txt in text.split()[:i+1]]\n","                    partial_caps.append(partial)\n","                    \n","                    # Initializing with zeros to create a one-hot encoding matrix\n","                    # This is what we have to predict\n","                    # Hence initializing it with vocab_size length\n","                    n = np.zeros(vocab_size)\n","                    # Setting the next word to 1 in the one-hot encoded matrix\n","                    n[word2idx[text.split()[i+1]]] = 1\n","                    next_words.append(n)\n","                    \n","                    images.append(current_image)\n","\n","                    if count>=batch_size:\n","                        next_words = np.asarray(next_words)\n","                        images = np.asarray(images)\n","                        partial_caps = sequence.pad_sequences(partial_caps, maxlen=max_len, padding='post')\n","                        yield [[images, partial_caps], next_words]\n","                        partial_caps = []\n","                        next_words = []\n","                        images = []\n","                        count = 0"],"execution_count":0,"outputs":[]},{"metadata":{"id":"TNFHGQ61lny6","colab_type":"code","colab":{}},"cell_type":"code","source":["embedding_size = 300"],"execution_count":0,"outputs":[]},{"metadata":{"id":"dDMGdMrglslh","colab_type":"code","colab":{}},"cell_type":"code","source":["image_model = Sequential([\n","        Dense(embedding_size, input_shape=(2048,), activation='relu'),\n","        RepeatVector(max_len)\n","    ])"],"execution_count":0,"outputs":[]},{"metadata":{"id":"fssj-VmBlvrS","colab_type":"code","colab":{}},"cell_type":"code","source":["caption_model = Sequential([\n","        Embedding(vocab_size, embedding_size, input_length=max_len),\n","        LSTM(256, return_sequences=True),\n","        TimeDistributed(Dense(300))\n","    ])"],"execution_count":0,"outputs":[]},{"metadata":{"id":"xoyslVfSlyqK","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":71},"outputId":"63b30ad4-98fa-4a1e-f5e1-df3a3e1bc4f4","executionInfo":{"status":"ok","timestamp":1533200679187,"user_tz":-330,"elapsed":1264,"user":{"displayName":"Prakhar Gupta","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s128","userId":"116895666417420036762"}}},"cell_type":"code","source":["final_model = Sequential([\n","        Merge([image_model, caption_model], mode='concat', concat_axis=1),\n","        Bidirectional(LSTM(256, return_sequences=False)),\n","        Dense(vocab_size),\n","        Activation('softmax')\n","    ])"],"execution_count":68,"outputs":[{"output_type":"stream","text":["/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:2: UserWarning: The `Merge` layer is deprecated and will be removed after 08/2017. Use instead layers from `keras.layers.merge`, e.g. `add`, `concatenate`, etc.\n","  \n"],"name":"stderr"}]},{"metadata":{"id":"QWV8gIdXl2R4","colab_type":"code","colab":{}},"cell_type":"code","source":["final_model.compile(loss='categorical_crossentropy', optimizer=RMSprop(), metrics=['accuracy'])"],"execution_count":0,"outputs":[]},{"metadata":{"id":"rS50zFUMl7Js","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":272},"outputId":"185c1e22-d076-44e2-b79f-8ab68d01910f","executionInfo":{"status":"ok","timestamp":1533200684325,"user_tz":-330,"elapsed":811,"user":{"displayName":"Prakhar Gupta","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s128","userId":"116895666417420036762"}}},"cell_type":"code","source":["final_model.summary()"],"execution_count":70,"outputs":[{"output_type":"stream","text":["_________________________________________________________________\n","Layer (type)                 Output Shape              Param #   \n","=================================================================\n","merge_1 (Merge)              (None, 80, 300)           0         \n","_________________________________________________________________\n","bidirectional_1 (Bidirection (None, 512)               1140736   \n","_________________________________________________________________\n","dense_5 (Dense)              (None, 8256)              4235328   \n","_________________________________________________________________\n","activation_95 (Activation)   (None, 8256)              0         \n","=================================================================\n","Total params: 9,115,032\n","Trainable params: 9,115,032\n","Non-trainable params: 0\n","_________________________________________________________________\n"],"name":"stdout"}]},{"metadata":{"id":"JkQWpiI0l-Wy","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":156},"outputId":"5cf088c2-dd1c-437b-a8ff-36bad7674647","executionInfo":{"status":"ok","timestamp":1533201109605,"user_tz":-330,"elapsed":401529,"user":{"displayName":"Prakhar Gupta","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s128","userId":"116895666417420036762"}}},"cell_type":"code","source":["final_model.fit_generator(data_generator(batch_size=128), samples_per_epoch=samples_per_epoch/512, nb_epoch=1, verbose=2)"],"execution_count":71,"outputs":[{"output_type":"stream","text":["/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:1: UserWarning: The semantics of the Keras 2 argument `steps_per_epoch` is not the same as the Keras 1 argument `samples_per_epoch`. `steps_per_epoch` is the number of batches to draw from the generator at each epoch. Basically steps_per_epoch = samples_per_epoch/batch_size. Similarly `nb_val_samples`->`validation_steps` and `val_samples`->`steps` arguments have changed. Update your method calls accordingly.\n","  \"\"\"Entry point for launching an IPython kernel.\n","/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:1: UserWarning: Update your `fit_generator` call to the Keras 2 API: `fit_generator(<generator..., verbose=2, steps_per_epoch=748.933593..., epochs=1)`\n","  \"\"\"Entry point for launching an IPython kernel.\n"],"name":"stderr"},{"output_type":"stream","text":["Epoch 1/1\n"," - 397s - loss: 4.7793 - acc: 0.2327\n"],"name":"stdout"},{"output_type":"execute_result","data":{"text/plain":["<keras.callbacks.History at 0x7fdbf2abbf60>"]},"metadata":{"tags":[]},"execution_count":71}]},{"metadata":{"id":"YfkYjILgmDO8","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":1713},"outputId":"01969ea1-451b-48aa-9d5b-4d421f32c7bc","executionInfo":{"status":"error","timestamp":1529291657272,"user_tz":-330,"elapsed":3480733,"user":{"displayName":"Prakhar Gupta","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s128","userId":"116895666417420036762"}}},"cell_type":"code","source":["final_model.fit_generator(data_generator(batch_size=128), samples_per_epoch=samples_per_epoch, nb_epoch=1, \n","                          verbose=2)"],"execution_count":43,"outputs":[{"output_type":"stream","text":["/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:2: UserWarning: The semantics of the Keras 2 argument `steps_per_epoch` is not the same as the Keras 1 argument `samples_per_epoch`. `steps_per_epoch` is the number of batches to draw from the generator at each epoch. Basically steps_per_epoch = samples_per_epoch/batch_size. Similarly `nb_val_samples`->`validation_steps` and `val_samples`->`steps` arguments have changed. Update your method calls accordingly.\n","  \n","/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:2: UserWarning: Update your `fit_generator` call to the Keras 2 API: `fit_generator(<generator..., verbose=2, steps_per_epoch=383454, epochs=1)`\n","  \n"],"name":"stderr"},{"output_type":"stream","text":["Epoch 1/1\n"],"name":"stdout"},{"output_type":"error","ename":"KeyboardInterrupt","evalue":"ignored","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)","\u001b[0;32m<ipython-input-43-c3f407222269>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m final_model.fit_generator(data_generator(batch_size=128), samples_per_epoch=samples_per_epoch, nb_epoch=1, \n\u001b[0;32m----> 2\u001b[0;31m                           verbose=2)\n\u001b[0m","\u001b[0;32m/usr/local/lib/python3.6/dist-packages/keras/legacy/interfaces.py\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m     89\u001b[0m                 warnings.warn('Update your `' + object_name +\n\u001b[1;32m     90\u001b[0m                               '` call to the Keras 2 API: ' + signature, stacklevel=2)\n\u001b[0;32m---> 91\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     92\u001b[0m         \u001b[0mwrapper\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_original_function\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     93\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0mwrapper\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.6/dist-packages/keras/models.py\u001b[0m in \u001b[0;36mfit_generator\u001b[0;34m(self, generator, steps_per_epoch, epochs, verbose, callbacks, validation_data, validation_steps, class_weight, max_queue_size, workers, use_multiprocessing, shuffle, initial_epoch)\u001b[0m\n\u001b[1;32m   1313\u001b[0m                                         \u001b[0muse_multiprocessing\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0muse_multiprocessing\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1314\u001b[0m                                         \u001b[0mshuffle\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mshuffle\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1315\u001b[0;31m                                         initial_epoch=initial_epoch)\n\u001b[0m\u001b[1;32m   1316\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1317\u001b[0m     \u001b[0;34m@\u001b[0m\u001b[0minterfaces\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlegacy_generator_methods_support\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.6/dist-packages/keras/legacy/interfaces.py\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m     89\u001b[0m                 warnings.warn('Update your `' + object_name +\n\u001b[1;32m     90\u001b[0m                               '` call to the Keras 2 API: ' + signature, stacklevel=2)\n\u001b[0;32m---> 91\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     92\u001b[0m         \u001b[0mwrapper\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_original_function\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     93\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0mwrapper\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.6/dist-packages/keras/engine/training.py\u001b[0m in \u001b[0;36mfit_generator\u001b[0;34m(self, generator, steps_per_epoch, epochs, verbose, callbacks, validation_data, validation_steps, class_weight, max_queue_size, workers, use_multiprocessing, shuffle, initial_epoch)\u001b[0m\n\u001b[1;32m   2228\u001b[0m                     outs = self.train_on_batch(x, y,\n\u001b[1;32m   2229\u001b[0m                                                \u001b[0msample_weight\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0msample_weight\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2230\u001b[0;31m                                                class_weight=class_weight)\n\u001b[0m\u001b[1;32m   2231\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2232\u001b[0m                     \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mouts\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.6/dist-packages/keras/engine/training.py\u001b[0m in \u001b[0;36mtrain_on_batch\u001b[0;34m(self, x, y, sample_weight, class_weight)\u001b[0m\n\u001b[1;32m   1881\u001b[0m             \u001b[0mins\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mx\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0my\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0msample_weights\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1882\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_make_train_function\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1883\u001b[0;31m         \u001b[0moutputs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtrain_function\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mins\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1884\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0moutputs\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1885\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0moutputs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.6/dist-packages/keras/backend/tensorflow_backend.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, inputs)\u001b[0m\n\u001b[1;32m   2480\u001b[0m         \u001b[0msession\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_session\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2481\u001b[0m         updated = session.run(fetches=fetches, feed_dict=feed_dict,\n\u001b[0;32m-> 2482\u001b[0;31m                               **self.session_kwargs)\n\u001b[0m\u001b[1;32m   2483\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0mupdated\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0moutputs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2484\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(self, fetches, feed_dict, options, run_metadata)\u001b[0m\n\u001b[1;32m    898\u001b[0m     \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    899\u001b[0m       result = self._run(None, fetches, feed_dict, options_ptr,\n\u001b[0;32m--> 900\u001b[0;31m                          run_metadata_ptr)\n\u001b[0m\u001b[1;32m    901\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mrun_metadata\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    902\u001b[0m         \u001b[0mproto_data\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtf_session\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mTF_GetBuffer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrun_metadata_ptr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py\u001b[0m in \u001b[0;36m_run\u001b[0;34m(self, handle, fetches, feed_dict, options, run_metadata)\u001b[0m\n\u001b[1;32m   1133\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mfinal_fetches\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mfinal_targets\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mhandle\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mfeed_dict_tensor\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1134\u001b[0m       results = self._do_run(handle, final_targets, final_fetches,\n\u001b[0;32m-> 1135\u001b[0;31m                              feed_dict_tensor, options, run_metadata)\n\u001b[0m\u001b[1;32m   1136\u001b[0m     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1137\u001b[0m       \u001b[0mresults\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py\u001b[0m in \u001b[0;36m_do_run\u001b[0;34m(self, handle, target_list, fetch_list, feed_dict, options, run_metadata)\u001b[0m\n\u001b[1;32m   1314\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mhandle\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1315\u001b[0m       return self._do_call(_run_fn, feeds, fetches, targets, options,\n\u001b[0;32m-> 1316\u001b[0;31m                            run_metadata)\n\u001b[0m\u001b[1;32m   1317\u001b[0m     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1318\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_do_call\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_prun_fn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mhandle\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfeeds\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfetches\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py\u001b[0m in \u001b[0;36m_do_call\u001b[0;34m(self, fn, *args)\u001b[0m\n\u001b[1;32m   1320\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0m_do_call\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1321\u001b[0m     \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1322\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1323\u001b[0m     \u001b[0;32mexcept\u001b[0m \u001b[0merrors\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mOpError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1324\u001b[0m       \u001b[0mmessage\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcompat\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mas_text\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmessage\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py\u001b[0m in \u001b[0;36m_run_fn\u001b[0;34m(feed_dict, fetch_list, target_list, options, run_metadata)\u001b[0m\n\u001b[1;32m   1305\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_extend_graph\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1306\u001b[0m       return self._call_tf_sessionrun(\n\u001b[0;32m-> 1307\u001b[0;31m           options, feed_dict, fetch_list, target_list, run_metadata)\n\u001b[0m\u001b[1;32m   1308\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1309\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_prun_fn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhandle\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfeed_dict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfetch_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py\u001b[0m in \u001b[0;36m_call_tf_sessionrun\u001b[0;34m(self, options, feed_dict, fetch_list, target_list, run_metadata)\u001b[0m\n\u001b[1;32m   1407\u001b[0m       return tf_session.TF_SessionRun_wrapper(\n\u001b[1;32m   1408\u001b[0m           \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_session\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moptions\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfeed_dict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfetch_list\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtarget_list\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1409\u001b[0;31m           run_metadata)\n\u001b[0m\u001b[1;32m   1410\u001b[0m     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1411\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0merrors\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mraise_exception_on_not_ok_status\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mstatus\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;31mKeyboardInterrupt\u001b[0m: "]}]},{"metadata":{"id":"lEyh48bO0Q7_","colab_type":"code","colab":{}},"cell_type":"code","source":["final_model.save_weights('drive/time_inceptionV3_4.0489_loss.h5')"],"execution_count":0,"outputs":[]},{"metadata":{"id":"zln7N_A20QGJ","colab_type":"code","colab":{}},"cell_type":"code","source":["df = pd.read_csv('drive/flickr8k_training_dataset.txt', delimiter='\\t')\n"],"execution_count":0,"outputs":[]},{"metadata":{"id":"OBAwfLgZ2Kmh","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":204},"outputId":"4726916f-afe5-403d-9928-96c9e63e7f8a","executionInfo":{"status":"ok","timestamp":1533200146228,"user_tz":-330,"elapsed":751,"user":{"displayName":"Prakhar Gupta","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s128","userId":"116895666417420036762"}}},"cell_type":"code","source":["df.head()"],"execution_count":56,"outputs":[{"output_type":"execute_result","data":{"text/html":["<div>\n","<style scoped>\n","    .dataframe tbody tr th:only-of-type {\n","        vertical-align: middle;\n","    }\n","\n","    .dataframe tbody tr th {\n","        vertical-align: top;\n","    }\n","\n","    .dataframe thead th {\n","        text-align: right;\n","    }\n","</style>\n","<table border=\"1\" class=\"dataframe\">\n","  <thead>\n","    <tr style=\"text-align: right;\">\n","      <th></th>\n","      <th>image_id</th>\n","      <th>captions</th>\n","    </tr>\n","  </thead>\n","  <tbody>\n","    <tr>\n","      <th>0</th>\n","      <td>1000268201_693b08cb0e.jpg</td>\n","      <td>&lt;start&gt; A child in a pink dress is climbing up...</td>\n","    </tr>\n","    <tr>\n","      <th>1</th>\n","      <td>1000268201_693b08cb0e.jpg</td>\n","      <td>&lt;start&gt; A girl going into a wooden building . ...</td>\n","    </tr>\n","    <tr>\n","      <th>2</th>\n","      <td>1000268201_693b08cb0e.jpg</td>\n","      <td>&lt;start&gt; A little girl climbing into a wooden p...</td>\n","    </tr>\n","    <tr>\n","      <th>3</th>\n","      <td>1000268201_693b08cb0e.jpg</td>\n","      <td>&lt;start&gt; A little girl climbing the stairs to h...</td>\n","    </tr>\n","    <tr>\n","      <th>4</th>\n","      <td>1000268201_693b08cb0e.jpg</td>\n","      <td>&lt;start&gt; A little girl in a pink dress going in...</td>\n","    </tr>\n","  </tbody>\n","</table>\n","</div>"],"text/plain":["                    image_id  \\\n","0  1000268201_693b08cb0e.jpg   \n","1  1000268201_693b08cb0e.jpg   \n","2  1000268201_693b08cb0e.jpg   \n","3  1000268201_693b08cb0e.jpg   \n","4  1000268201_693b08cb0e.jpg   \n","\n","                                            captions  \n","0  <start> A child in a pink dress is climbing up...  \n","1  <start> A girl going into a wooden building . ...  \n","2  <start> A little girl climbing into a wooden p...  \n","3  <start> A little girl climbing the stairs to h...  \n","4  <start> A little girl in a pink dress going in...  "]},"metadata":{"tags":[]},"execution_count":56}]},{"metadata":{"id":"TyLdKiOhrbM-","colab_type":"code","colab":{}},"cell_type":"code","source":["df = df.sample(frac=1)"],"execution_count":0,"outputs":[]},{"metadata":{"id":"jGcxrZbhkPfv","colab_type":"code","colab":{}},"cell_type":"code","source":[" iter = df.iterrows()"],"execution_count":0,"outputs":[]},{"metadata":{"id":"6ZM4allc2Gey","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":34},"outputId":"d92ad3fc-6a4f-477d-8b30-bdd874c42f03","executionInfo":{"status":"ok","timestamp":1533200343325,"user_tz":-330,"elapsed":771,"user":{"displayName":"Prakhar Gupta","photoUrl":"https://lh3.googleusercontent.com/a/default-user=s128","userId":"116895666417420036762"}}},"cell_type":"code","source":["type(iter)"],"execution_count":61,"outputs":[{"output_type":"execute_result","data":{"text/plain":["generator"]},"metadata":{"tags":[]},"execution_count":61}]}]}