DataMining

Data mining project - image recognition

Idea

• find clusters of similar images
• find similar objects on the image and add tags of it

Technologies

• Python
• TensorFlow
• Convolutional neural network
• Image data - http://image-net.org/

CIFAR-10 image classification

• Download the (Python version of the) CIFAR-10 dataset and extract it in a cifar-10 top-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)