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Deep learning section of session 3, development tour. Using computer vision to recognize hand writing numbers.

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DeepLearningOfEveryone

本次演示中使用了 MNIST 数据集作为训练数据,Keras 框架搭建神经网络模型,程序由 Python 编写。

Analysis.xlxs 文件是最后的数据分析文件,这里使用简单的 Excel 公式从预测结果中抽取最大值。

libDL 为一些数据操作代码,封装成了 Python 包。

若运行时需要下载 MNIST 数据集,但因不可描述的网络原因无法下载的话。可以从这里下载:

https://coden.hk/Downloads/mnist.npz

并将下载得到的文件放到 ~/.keras/datasets

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