Batchgenerators
A framework for data augmentation for 2D and 3D image classification and segmentation
| 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 | 9 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. | ||||||||||
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Jupyter Notebook
3d Graphics
Segmentation
2d Graphics
Shape
Tensor
Augmentation
Multiprocessing
Dataloader