Awesome Segmentations
Lots of semantic image segmentation implementations in Tensorflow/Keras
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Albumentations | 13,343 |  | 64 | 273 | 7 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 | ||||||||||
| Segmentation_models.pytorch | 8,226 |  | 2 | 49 | 5 months ago | 13 | September 19, 2019 | 27 | mit | Python |
| Segmentation models with pretrained backbones. PyTorch. | ||||||||||
| Paddleseg | 7,961 |  | 4 | 3 months ago | 10 | November 30, 2022 | 380 | apache-2.0 | Python | |
| Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc. | ||||||||||
| Mmsegmentation | 6,974 |  | 7 | 3 months ago | 46 | October 17, 2023 | 619 | apache-2.0 | Python | |
| OpenMMLab Semantic Segmentation Toolbox and Benchmark. | ||||||||||
| Segmentation_models | 4,514 |  | 12 | 16 | 3 months ago | 8 | January 10, 2020 | 263 | mit | Python |
| Segmentation models with pretrained backbones. Keras and TensorFlow Keras. | ||||||||||
| Unet | 4,218 | 10 months ago | 203 | mit | Jupyter Notebook | |||||
| unet for image segmentation | ||||||||||
| Catalyst | 3,151 |  | 19 | 19 | 9 months ago | 108 | April 29, 2022 | 6 | apache-2.0 | Python |
| Accelerated deep learning R&D | ||||||||||
| 3dunetcnn | 1,750 | 3 months ago | 8 | mit | Python | |||||
| Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation | ||||||||||
| Coco Annotator | 1,743 | a year ago | 216 | mit | Vue | |||||
| :pencil2: Web-based image segmentation tool for object detection, localization, and keypoints | ||||||||||
| Ailia Models | 1,708 | 3 months ago | 297 | Python | ||||||
| The collection of pre-trained, state-of-the-art AI models for ailia SDK | ||||||||||
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