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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))

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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


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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))

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