[N] Facebook AI Open Sources AugLy: A New Python Library For Data Augmentation To Develop Robust Machine Learning Models

1. AugLy

   1 14 5,084 7.0 Python

   A data augmentations library for audio, image, text, and video.

   

   Facebook Blog: https://ai.facebook.com/blog/augly-a-new-data-augmentation-library-to-help-build-more-robust-ai-models/

2. SaaSHub

   www.saashub.com featured

   SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

   

3. speechbrain

   2 28 11,592 8.5 Python

   A PyTorch-based Speech Toolkit

   

   We have a bunch of recipes with examples of using SpecAugment / speed perturbation / room impulse response corruption (see e.g. https://github.com/speechbrain/speechbrain/blob/develop/recipes/LibriSpeech/ASR/seq2seq/train.py )

4. imgaug

   3 7 14,733 0.0 Python

   Image augmentation for machine learning experiments.

   

   https://github.com/aleju/imgaug This one is way better for image.

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