https://github.com/wmpscc/cnn-series-getting-started-and-pytorch-implementation

我的笔记和Demo，包含分类，检测、分割、知识蒸馏。
https://github.com/wmpscc/cnn-series-getting-started-and-pytorch-implementation

alexnet cnn cnn-series densenet googlenet inception-resnet multi-layer-perceptron nin pytorch ssd vgg

Last synced: about 18 hours ago
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我的笔记和Demo，包含分类，检测、分割、知识蒸馏。

• Host: GitHub
• URL: https://github.com/wmpscc/cnn-series-getting-started-and-pytorch-implementation
• Owner: wmpscc
• Created: 2019-02-26T09:20:55.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2022-06-22T00:03:44.000Z (over 2 years ago)
• Last Synced: 2023-03-12T05:32:15.090Z (over 1 year ago)
• Topics: alexnet, cnn, cnn-series, densenet, googlenet, inception-resnet, multi-layer-perceptron, nin, pytorch, ssd, vgg
• Language: Jupyter Notebook
• Homepage: http://ishero.net/
• Size: 35.5 MB
• Stars: 53
• Watchers: 1
• Forks: 12
• Open Issues: 4
• Metadata Files:
  • Readme: README.md

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README

        
# CNN-Series-Getting-Started-and-PyTorch-Implementation

![CNN发展历史](doc_img/CNN_3.png)

> 本项目目的是使用PyTorch实现从2012年LeNet到2016年的DenseNet卷积神经网络。

# Image Classification

- ### [Multi-Layer Perceptron](https://github.com/wmpscc/CNN-Series-Getting-Started-and-TensorFlow-Implementation/tree/master/MLP)

- ### [LeNet-5](https://github.com/wmpscc/CNN-Series-Getting-Started-and-TensorFlow-Implementation/tree/master/LeNet)

- ### [AlexNet](https://github.com/wmpscc/CNN-Series-Getting-Started-and-TensorFlow-Implementation/tree/master/AlexNet)

- ### [VGG](https://github.com/wmpscc/CNN-Series-Getting-Started-and-TensorFlow-Implementation/tree/master/VGG)

- ### [NIN](https://github.com/wmpscc/CNN-Series-Getting-Started-and-TensorFlow-Implementation/tree/master/NIN)

- ### [GoogLeNet](https://github.com/wmpscc/CNN-Series-Getting-Started-and-TensorFlow-Implementation/tree/master/GoogLeNet)

- ### [ResNet](https://github.com/wmpscc/CNN-Series-Getting-Started-and-PyTorch-Implementation/blob/master/ResNet/README.md)

- ### [DenseNet](https://github.com/wmpscc/CNN-Series-Getting-Started-and-PyTorch-Implementation/blob/master/DenseNet/README.md)

- ### [总结](./Classification.md)

# Detection

- ### [SSD](./SSD/README.md)

- ### [总结](./Detection.md)

> 实现方法可能与原始论文有出入，如有错误欢迎指正！