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Deep Convolutional MNIST Classifier using Tensorflow

This is a convolutional nerual network with 11 conv-layer and 3 fc-layer base on VGG19, I removed 8 conv-layer and 3 pooling layer to make sure all datas fits in my GPU memory. The project is based on github project tensorflow-vgg19 [https://github.com/machrisaa/tensorflow-vgg]

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VGG19 and VGG16 on Tensorflow

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  • Jupyter Notebook 74.0%
  • Python 26.0%