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glorot-initialization

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hardikasnani / handwritten-digit-recognition-system

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I implemented a CNN to train and test a handwritten digit recognition system using the MNIST dataset. I also read the paper “Backpropagation Applied to Handwritten Zip Code Recognition” by LeCun et al. 1989 for more details, but my architecture does not mirror everything mentioned in the paper. I also carried out a few experiments such as adding…

machine-learning optimizer dropout batch-normalization convolutional-neural-networks momentum handwritten-digit-recognition mnist-image-dataset adam-optimizer mini-batch-gradient-descent cross-entropy-loss early-stopping relu-activation glorot-initialization
  • Updated Jul 7, 2022
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