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cwru-sdle/AdvSegLearn

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AdvSegLearn

Descriptor

This package creates an easy to use api for training models on small datasets with adversarial learning. Important classes are:

  • Mutliclass_dataset - allows for both paired and unpaired images to be loaded, with built in support for initalized data augmentation and lazy loading data augmentation.
  • train_GAN - provides api to easily load in different models, datasets and loss functions to the model. Subclassing allows for easy modification of the training loop.
  • semi_supervised_loss - a loss function for the semisupervised training loop.
  • adversarial_loss - a loss function for hte unsupervised training loop.

License

Probably the MIT License

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