https://github.com/l1aoxingyu/lenet

https://github.com/l1aoxingyu/lenet

Last synced: 3 months ago
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• Host: GitHub
• URL: https://github.com/l1aoxingyu/lenet
• Owner: L1aoXingyu
• Created: 2017-04-02T10:49:32.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2018-01-21T12:37:56.000Z (over 7 years ago)
• Last Synced: 2025-03-26T10:05:14.091Z (3 months ago)
• Language: Jupyter Notebook
• Size: 11.7 KB
• Stars: 32
• Watchers: 2
• Forks: 34
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
# LeNet

LeNet is the beginner of the convolutional neural network, and the network structure is like this.

![Paste_Image.png](http://upload-images.jianshu.io/upload_images/3623720-8bb283d02285ed8a.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)

There are three versions implement of LeNet. In Lenet.ipynb, I use keras with tensorflow as backend to implement it. In lenet_pytorch.ipynb, I use pytorch to implement it. In lenet_mxent.py, I use mxnet gluon package to implement it. It is a little bit like PyTorch.