Augmentation Libraries Python Packages

audioaugmentor

This library is designed to augment audio data for machine learning purposes. It combines several tools and libraries for audio data augmentation and provides a unified interface that can be used to apply a large set of audio augmentations in one place.

aug-tool

Aug Tool is a Python library available on PyPI that simplifies image data augmentation for machine learning tasks, compatible with TensorFlow, PyTorch, and the YOLO library.

bnaug

Bangla Text Augmentation

patchmentation

A python library to perform patch augmentation.

astroaugmentations

A package with various custom augmentations implemented which are specifically designed around astronomical data.

tfops-aug

TFOps-Aug: Implementation of policy-based image augmentation techniques based on TF2 Operations. All augmentations as efficient Tensorflow 2.11.0 operations. Easy integration into a tf.data API pipeline.

taco-box

An implementation of Tiling and Corruption (TACo) Augmentations for OCR/HTR

signlang-augmenter

signlang-augmenter is a Python library for sign language video augmentation.