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

1. AugLy

   1 14 5,005 5.9 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. InfluxDB

   www.influxdata.com featured

   InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

   

3. speechbrain

   2 27 9,808 9.7 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 14,572 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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