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 | 13,343 | 64 | 273 | 8 days 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 | ||||||||||
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 | ||||||||||
Batchgenerators | 1,013 | 6 | 22 | 3 months ago | 16 | March 16, 2023 | 40 | apache-2.0 | Jupyter Notebook | |
A framework for data augmentation for 2D and 3D image classification and segmentation | ||||||||||
Ttach | 879 | 5 | 9 months ago | 3 | July 09, 2020 | 17 | mit | Python | ||
Image Test Time Augmentation with PyTorch! | ||||||||||
Caer | 691 | 2 | a year ago | 119 | October 13, 2021 | 2 | mit | Python | ||
High-performance Vision library in Python. Scale your research, not boilerplate. | ||||||||||
Keras Fcn | 606 | 6 years ago | 49 | mit | Python | |||||
Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation(Unfinished) | ||||||||||
Isda For Deep Networks | 409 | 3 years ago | 4 | Python | ||||||
An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques. | ||||||||||
Instaboost | 394 | 4 years ago | 5 | Python | ||||||
Code for ICCV2019 paper "InstaBoost: Boosting Instance Segmentation Via Probability Map Guided Copy-Pasting" | ||||||||||
Tnscui2020 Seg Rank1st | 308 | a year ago | Python | |||||||
This is the source code of the 1st place solution for segmentation task in MICCAI 2020 TN-SCUI challenge. |