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README.md

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TensorFlowMnist

基于TensorFlow 1.0.1实现的MNIST手写数字识别

数据集

所有的数据集都在data目录下:

  • train-images-idx3-ubyte.gz: training set images (9912422 bytes)
  • train-labels-idx1-ubyte.gz: training set labels (28881 bytes)
  • t10k-images-idx3-ubyte.gz: test set images (1648877 bytes)
  • t10k-labels-idx1-ubyte.gz: test set labels (4542 bytes)

网络模型的创建与训练

train_model.py: 创建并训练网络模型

网络模型的测试

test_model.py: 测试训练好后的网络模型

读取数据集

input_data.pymnist_loader.py

小工具:保存MNIST中的每一张图像

extract_mnist.py

Tip!

Press p or to see the previous file or, n or to see the next file

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