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A data augmentations library for audio, image, text, and video (By Facebook)
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What is AugLy?

It is a data augmentations library that currently supports four modalities (audio, image, text & video) and over 100 augmentations. Each modality’s augmentations are contained within its own sub-library. These sub-libraries include both function-based and class-based transforms, composition operators, and have the option to provide metadata about the transform applied, including its intensity.
AugLy is a tool in the Machine Learning Tools category of a tech stack.
AugLy is an open source tool with GitHub stars and GitHub forks. Here’s a link to AugLy's open source repository on GitHub

AugLy Integrations

AugLy's Features

  • Data augmentation library to help build more robust AI models
  • Open source
  • Combines multiple modalities: audio, image, video, and text

AugLy Alternatives & Comparisons

What are some alternatives to AugLy?
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PyTorch is not a Python binding into a monolothic C++ framework. It is built to be deeply integrated into Python. You can use it naturally like you would use numpy / scipy / scikit-learn etc.
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scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.
A parallel computing platform and application programming interface model,it enables developers to speed up compute-intensive applications by harnessing the power of GPUs for the parallelizable part of the computation.
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