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MNIST Model

Project File Structure

  • root
    • data // mnist dataset storage
    • img // handwritten digit image samples
      • 0 - 7.jpg // index - digit pair
    • model // pretrained model
    • perturb // FGSM generated adversarial examples
    • attack.py // FGSM algorithm
    • get_mnist.py // get handwritten digit image samples - predict.py // load pretrained model to predict images
    • train.py // train model using datasets of data