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1.1 KiB
1.1 KiB
纯Python实现CNN识别手写体数字+GUI
由于把数据集也传上来了，导致下载时间比较长，我打包了一份放在服务器，点击这里进行下载
项目文件结构如下所示
.
├── common
│ ├── functions.py
│ ├── gradient.py
│ ├── layers.py
│ ├── optimizer.py
│ ├── trainer.py
│ └── util.py
├── dataset
│ ├── mnist.pkl
│ ├── mnist.py
│ ├── t10k-images-idx3-ubyte.gz
│ ├── t10k-labels-idx1-ubyte.gz
│ ├── train-images-idx3-ubyte.gz
│ └── train-labels-idx1-ubyte.gz
├── deep_convnet_params.pkl
├── deep_convnet.py
├── mnist_cnn_gui_main.py
├── params.pkl
├── qt
│ ├── layout.py
│ ├── layout.ui
│ ├── paintboard.py
│ └── ui2py.sh
├── simple_convnet.py
├── train_convnet.py
└── train_deepnet.py