PaddleSeg
MiVOS
Our great sponsors
PaddleSeg | MiVOS | |
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17 | 2 | |
8,227 | 446 | |
1.9% | - | |
7.9 | 4.6 | |
1 day ago | about 1 month ago | |
Python | Python | |
Apache License 2.0 | 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.
PaddleSeg
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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
MiVOS
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Free instance segmentation annotation tool
Mivos, you'll get assisted by a deep learning model https://github.com/hkchengrex/MiVOS
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Deploying video object segmentation at scale in a day
We've been building a ton of infrastructure to process a lot of video data very quickly at Sieve, and video object segmentation is a cool task a lot of companies have used us for. Models like MiVOS and PointRend have made it possible for companies like RunwayML to build these ML-based video editing features like green screen. We wrote about how you might go about building this yourself in a day.
What are some alternatives?
mmsegmentation - OpenMMLab Semantic Segmentation Toolbox and Benchmark.
make-sense - Free to use online tool for labelling photos. https://makesense.ai
Ultra-Fast-Lane-Detection - Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)
Robo-Semantic-Segmentation - Just a simple semantic segmentation library that I developed to speed up the image segmentation pipeline
PixelLib - Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
segmentation_models.pytorch - Segmentation models with pretrained backbones. PyTorch.
XMem - [ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
YOLOP - You Only Look Once for Panopitic Driving Perception.(MIR2022)
OneFormer - OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023
HFT - [ICRA 2023] Official Pytorch implementation for HFT