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Famous networks

drawing

This repository is about implementation of various famous networks architectures. Each notebook filename consists of two parts a network name and name of data set that it is used to preliminary train on.
List of currently implemented networks:

  1. LeNet on 'MNIST' data set - low-level implementation
  2. AlexNet on 'Human or Horses' data set - keras implementation
  3. VGG16 on 'Flowers' data set - keras implementation
  4. GoogLeNet on 'Flowers' data set - keras high-level (inheritance of Model class) implementation
  5. ResNet34 on 'ImageNette' data set - keras high-level (inheritance of Model class) implementation

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