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Build CIFAR10 classifiers using Tensorflow, PyTorch, PyTorch Lightning

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Tutorial Notebooks on Building CIFAR 10 Classifier

A collection on notebooks that cover building image classfiers using various deep learning frameworks as part of this post.

The objectives are to show how to:

  • create a simple classifier using CNNs
  • track experiments using Comet.ml, WandB
  • use hyperparameter tuning frameworks such as Keras-Tuner, Optuna, Ray Tune

Frameworks

  • TensorFlow
  • PyTorch
  • PyTorch Lightning