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mnist-cnn-better

mnist手写数字识别卷积神经网络优化,识别精度99.7%

文件结构

- src
    - Model.py(模型结构)
    - ModelUtil.py(一些对模型的操作函数)

- logs(TensorBoard记录)

- model(保存的模型)
    - model.png
    - my_model.h5
    - file.json

- train.py(训练模型)
- serve.py(服务器监听)

安装说明

  1. 自定义Model.py的模型结构,train.py的训练参数
  2. 运行train.py文件进行模型训练
  3. 修改server.py文件的域名以及监听端口
  4. 运行server.py文件进行端口监听
  5. 在应用中调用接口,附上web应用代码,以及博客

mnist-cnn-better's People

Contributors

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Stargazers

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Watchers

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Forkers

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