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MNIST Training and Visualization

This is a toy sample for mnist classification using CNN and FCN.

Dependencies:

  1. Python 3.6
  2. Pytorch 0.4.0
  3. matplotlib 2.2.2
  4. numpy 1.14.3
  5. Jupyter Notebook

Files:

  1. MNIST.ipynb is a simple CNN network for classification in mnist dataset.
  2. FCN.ipynb is mnist number classification using FCN network.
  3. mnist_module.mat is .mat file to save the training CNN model.

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MNIST Training Implemented with Pytorch

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  • Jupyter Notebook 100.0%