项目作者: RayXie29

项目描述 :
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))
高级语言: Python
项目地址: git://github.com/RayXie29/Keras-famous_CNN.git
创建时间: 2019-08-09T03:23:51Z
项目社区:https://github.com/RayXie29/Keras-famous_CNN

开源协议:

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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