OneFormer
rankseg
| OneFormer | rankseg | |
|---|---|---|
| 1 | 1 | |
| 1,342 | 15 | |
| 2.2% | - | |
| 3.4 | 4.6 | |
| 7 months ago | 8 months ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
OneFormer
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OneFormer: An Universal Image Segmentation Framework That Unifies Segmentation With A Multi-Task Train-Once Design
Quick Read: https://www.marktechpost.com/2022/11/20/oneformer-an-universal-image-segmentation-framework-that-unifies-segmentation-with-a-multi-task-train-once-design/ Paper: https://arxiv.org/pdf/2211.06220v1.pdf Project: https://praeclarumjj3.github.io/oneformer/ Github: https://github.com/SHI-Labs/OneFormer
rankseg
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[R] RankSEG: A Consistent Ranking-based Framework for Segmentation
Github website: https://github.com/statmlben/rankseg
What are some alternatives?
PaddleSeg - 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.
notebooks - Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
Vision-Project-Image-Segmentation
cellpose - a generalist algorithm for cellular segmentation with human-in-the-loop capabilities
Entity - EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
SegGradCAM - SEG-GRAD-CAM: Interpretable Semantic Segmentation via Gradient-Weighted Class Activation Mapping
STEGO - Unsupervised Semantic Segmentation by Distilling Feature Correspondences
PixelLib - Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
Human-Segmentation-PyTorch - Human segmentation models, training/inference code, and trained weights, implemented in PyTorch
18337 - 18.337 - Parallel Computing and Scientific Machine Learning
gpu-benches - collection of benchmarks to measure basic GPU capabilities