Data mining project - image recognition
- find clusters of similar images
- find similar objects on the image and add tags of it
- Python
- TensorFlow
- Convolutional neural network
- Image data - http://image-net.org/
- Download the (Python version of the) CIFAR-10 dataset and extract it in a
cifar-10top-level directory (it is in the.gitignore, no worries). - Run
python cifar_10_test.py:- reads the dataset
- displays a random image and its label (from the first batch)
- runs a classifier returning const class (5)
- runs a classifier returning random classes
- runs a classifier returning the most common class based only on a single byte (single color channel of a single pixel) - for all bytes (Best accuracy 0.18 for byte 2078)