AugLy: Comprehensive Data Augmentation Library for Deep Learning in Python

AugLy is a Python library developed by Facebook AI Research that provides tools for data augmentation across images, text, videos, and audio, supporting deep learning applications.

AugLy: Comprehensive Data Augmentation Library for Deep Learning in Python
1littlecoder
2.4K views • Jun 20, 2021
AugLy: Comprehensive Data Augmentation Library for Deep Learning in Python

About this video

AugLy is a Python Library for Image Data Augmentation, Text Data Augmentation , Video Data Augmentation, Audio Data Augmentation from Facebook AI Research.

In this video, you'll learn about AugLy, How to use AugLy for NLP Text Augmentation, CV Image Augmentation for Deep Learning Machine Learning

Links:

* AugLy: A new data augmentation library to help build more robust AI models https://ai.facebook.com/blog/augly-a-new-data-augmentation-library-to-help-build-more-robust-ai-models/
* AugLy - Python Library - Github https://github.com/facebookresearch/AugLy
* Image Data Augmentation Example with AugLy - https://github.com/facebookresearch/AugLy/blob/main/examples/AugLy_image.ipynb
* Text Data Augmentation Example with AugLy - https://github.com/facebookresearch/AugLy/blob/main/examples/AugLy_text.ipynb
* Audio Data Augmentation Example with AugLy - https://github.com/facebookresearch/AugLy/blob/main/examples/AugLy_audio.ipynb
* Video Data Augmentation Example with AugLy - https://github.com/facebookresearch/AugLy/blob/main/examples/AugLy_video.ipynb

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Jun 20, 2021

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