rayxie29/keras-famous_cnn

This repository is the implementation of several famous convolution neural network architecture with Keras. (Resnet v1, Resnet v2, Inception v1/GoogLeNet, Inception v2, Inception v3))

Keras-CNN

This repo is the implementation of several famous convolution neural networks with Keras


Now include :

1. ResNet v1
2. ResNet v2
3. Inception v1(googLeNet)
4. Inception v2
5. Inception v3

Environments

Keras version : 2.2.4
Python version : 3.6.4
Tensorflow version : 1.13.1

Original articles

1. ResNet v1 : https://arxiv.org/abs/1512.03385
   
2. ResNet v2 : https://arxiv.org/abs/1603.05027
   
3. Inception v1(googLeNet) : https://arxiv.org/abs/1409.4842
   
4. Inception v2 : https://arxiv.org/abs/1502.03167
   
5. Inception v3 : https://arxiv.org/pdf/1512.00567.pdf