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using a deep neural network to recognize handwritten digits

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handwritten-digit-reader

Using a deep neural network to recognize handwritten digits

The images are from here: http://yann.lecun.com/exdb/mnist/

16_16_Network.bin results: [average cost: 0.067505] [8.63% test error rate]

50_50_Network.bin results: [average cost: 0.062237] [7.81% test error rate]

300_150Network.bin results: [average cost: 0.046820] [5.68 % test error rate]

The next step would be to figure out how to make this work with a convolutional neural network

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using a deep neural network to recognize handwritten digits

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