OneFormer
OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023 (by SHI-Labs)
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. (by PaddlePaddle)
| OneFormer | PaddleSeg | |
|---|---|---|
| 1 | 17 | |
| 1,342 | 8,284 | |
| 2.2% | 1.4% | |
| 3.4 | 7.4 | |
| 7 months ago | 23 days ago | |
| Jupyter Notebook | Python | |
| MIT License | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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
Posts with mentions or reviews of OneFormer.
We have used some of these posts to build our list of alternatives
and similar projects.
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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
PaddleSeg
Posts with mentions or reviews of PaddleSeg.
We have used some of these posts to build our list of alternatives
and similar projects.
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[Medical Segmentation] The all-in-one 3D medical image segmentation toolkit. From data annotation to model deployment, you are welcome to try it all！
EISeg-Med3D: https://github.com/PaddlePaddle/PaddleSeg/blob/develop/EISeg/med3d/README_en.md
Thank you for your compliment. You are very welcome to try it. If you have any problem, please don't hesitate to put an issue here: https://github.com/PaddlePaddle/PaddleSeg/issues.
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[N][R] SOTA Real-Time Semantic Segmentation Model Implemented by Python
Source code implemented by python and models: https://github.com/PaddlePaddle/PaddleSeg
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[P] New Features of Image Segmentation Project PaddleSeg (6k stars)
Github: https://github.com/PaddlePaddle/PaddleSeg
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[Trending Summary] neurips @ 2022-11-28 09:55
https://github.com/PaddlePaddle/PaddleSeg/blob/release/2.6/EISeg/README_EN.md Open-source, easy-to-use and powerful. Provides specialized models for better performance.
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[P] Awesome Interactive Segmentation Improves 10X Segmentation Annotation Efficiency (6k star)
Found relevant code at https://github.com/PaddlePaddle/PaddleSeg + all code implementations here
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Open-source SOTA Solution for Portrait and Human Segmentation (5.7k stars)
Github: https://github.com/PaddlePaddle/PaddleSeg/tree/release/2.6/contrib/PP-HumanSeg
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[Medical Segmentation] The all-in-one 3D medical image segmentation python toolkit. From data annotation to model deployment, you are welcome to try it all！
you can put forward an issue here: https://github.com/PaddlePaddle/PaddleSeg/issues/new/choose
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[R] RTFormer <NeurIPS 2022> : Real-Time Semantic Segmentation with Transformer
Official code is available at: https://github.com/PaddlePaddle/PaddleSeg
What are some alternatives?
When comparing OneFormer and PaddleSeg you can also consider the following projects:
rankseg - [JMLR 2023] RankSEG: A consistent ranking-based framework for segmentation
mmsegmentation - OpenMMLab Semantic Segmentation Toolbox and Benchmark.
Vision-Project-Image-Segmentation
Ultra-Fast-Lane-Detection - Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)
PixelLib - Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
segmentation_models.pytorch - Segmentation models with pretrained backbones. PyTorch.
YOLOP - You Only Look Once for Panopitic Driving Perception.（MIR2022）
HFT - [ICRA 2023] Official Pytorch implementation for HFT