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:
- LeNet on 'MNIST' data set - low-level implementation
- AlexNet on 'Human or Horses' data set - keras implementation
- VGG16 on 'Flowers' data set - keras implementation
- GoogLeNet on 'Flowers' data set - keras high-level (inheritance of Model class) implementation
- ResNet34 on 'ImageNette' data set - keras high-level (inheritance of Model class) implementation