Imgaug

Image augmentation for machine learning experiments.
Alternatives To Imgaug
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Imgaug13,682278141a year ago11February 05, 2020295mitPython
Image augmentation for machine learning experiments.
Albumentations13,49364273a month ago53June 10, 2023391mitPython
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
Augmentor4,9732188 months ago24April 27, 2022137mitPython
Image augmentation library in Python for machine learning.
Nlpaug3,825129a year ago37July 07, 202261mitJupyter Notebook
Data augmentation for NLP
Stylegan2 Pytorch3,14722 years ago146July 19, 2022120mitPython
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
Textattack2,59756 months ago46September 11, 202352mitPython
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
Torchio1,904295 months ago245November 24, 202344apache-2.0Python
Medical imaging toolkit for deep learning
Audiomentations1,60555 months ago37November 24, 202346mitPython
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
Data Augmentation Review1,499
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List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
Pytorch Toolbelt1,458165 months ago27June 27, 20222mitPython
PyTorch extensions for fast R&D prototyping and Kaggle farming
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