Imgaug Alternatives
Image augmentation for machine learning experiments.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Albumentations | 14,488 |  | 64 | 273 | a month ago | 53 | June 10, 2023 | 391 | mit | Python |
| Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125 | ||||||||||
| Imgaug | 13,682 | | 278 | 141 | 2 years ago | 11 | February 05, 2020 | 295 | mit | Python |
| Image augmentation for machine learning experiments. | ||||||||||
| Augmentor | 4,973 |  | 21 | 8 | a year ago | 24 | April 27, 2022 | 137 | mit | Python |
| Image augmentation library in Python for machine learning. | ||||||||||
| Nlpaug | 3,825 |  | 1 | 29 | 2 years ago | 37 | July 07, 2022 | 61 | mit | Jupyter Notebook |
| Data augmentation for NLP | ||||||||||
| Stylegan2 Pytorch | 3,147 |  | 2 | 3 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 | ||||||||||
| Torchio | 1,904 |  | 29 | a year ago | 245 | November 24, 2023 | 44 | apache-2.0 | Python | |
| Medical imaging toolkit for deep learning | ||||||||||
| Audiomentations | 1,605 |  | 5 | a year 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 | a year 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 | a year ago | 27 | June 27, 2022 | 2 | mit | Python |
| PyTorch extensions for fast R&D prototyping and Kaggle farming | ||||||||||
| Torch Audiomentations | 823 |  | 3 | a year ago | 14 | June 29, 2022 | 49 | mit | Python | |
| Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning. | ||||||||||
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