Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Imgaug | 13,682 | 278 | 141 | 9 months ago | 11 | February 05, 2020 | 295 | mit | Python | |
Image augmentation for machine learning experiments. | ||||||||||
Albumentations | 13,417 | 64 | 273 | 15 hours ago | 53 | June 10, 2023 | 391 | mit | Python | |
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 | ||||||||||
Augmentor | 4,973 | 21 | 8 | 6 months ago | 24 | April 27, 2022 | 137 | mit | Python | |
Image augmentation library in Python for machine learning. | ||||||||||
Nlpaug | 3,825 | 1 | 29 | a year ago | 37 | July 07, 2022 | 61 | mit | Jupyter Notebook | |
Data augmentation for NLP | ||||||||||
Stylegan2 Pytorch | 3,147 | 2 | 2 years ago | 146 | July 19, 2022 | 120 | mit | Python | ||
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement | ||||||||||
Textattack | 2,597 | 5 | 4 months ago | 46 | September 11, 2023 | 52 | mit | Python | ||
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/ | ||||||||||
Torchio | 1,904 | 29 | 3 months ago | 245 | November 24, 2023 | 44 | apache-2.0 | Python | ||
Medical imaging toolkit for deep learning | ||||||||||
Audiomentations | 1,605 | 5 | 3 months ago | 37 | November 24, 2023 | 46 | mit | Python | ||
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning. | ||||||||||
Data Augmentation Review | 1,499 | 6 months ago | ||||||||
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others. | ||||||||||
Pytorch Toolbelt | 1,458 | 1 | 6 | 3 months ago | 27 | June 27, 2022 | 2 | mit | Python | |
PyTorch extensions for fast R&D prototyping and Kaggle farming |