pytorch-lightning · PyPI
https://pypi.org/project/pytorch-lightning15.12.2021 · pytorch-lightning 1.5.6. pip install pytorch-lightning. Copy PIP instructions. Latest version. Released: Dec 15, 2021. PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate. Project description.
ttach · PyPI
pypi.org › project › ttachJul 09, 2020 · TTAch. Image Test Time Augmentation with PyTorch! Similar to what Data Augmentation is doing to the training set, the purpose of Test Time Augmentation is to perform random modifications to the test images. Thus, instead of showing the regular, “clean” images, only once to the trained model, we will show it the augmented images several times.
ttach · PyPI
https://pypi.org/project/ttach09.07.2020 · TTAch. Image Test Time Augmentation with PyTorch! Similar to what Data Augmentation is doing to the training set, the purpose of Test Time Augmentation is to perform random modifications to the test images. Thus, instead of showing the regular, “clean” images, only once to the trained model, we will show it the augmented images several times.