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Files for Kaggle-MNIST.

  • Built with Pytorch / Ignite / Albumentations
  • Result :: 99.70 % with Ensemble of CNNs.
  • Resnet like model architecture Residual CNNs.
    • Cosine Annealing with ADAM+Warm-restarts
  • Data Augmentation with Albumentations