AugLy logo

AugLy

A data augmentations library for audio, image, text, and video (By Facebook)
0
2
+ 1
0

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?
TensorFlow
TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
PyTorch
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.
Keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano. https://keras.io/
scikit-learn
scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.
CUDA
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.
See all alternatives
Related Comparisons
No related comparisons found

AugLy's Followers
2 developers follow AugLy to keep up with related blogs and decisions.