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Best Open Source image segmentation Libraries

A curated list of the most popular GitHub repositories tagged with image segmentation. Select any project to visualize its architecture and dive into the codebase using RepoMind's AI engine.

#1amusi/CVPR2025-Papers-with-Code

CVPR 2025 论文和开源项目合集

21,865
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#2extreme-assistant/CVPR2024-Paper-Code-Interpretation

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

12,507
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#3xuebinqin/U-2-Net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

9,646Python
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#4open-mmlab/mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

9,619Python
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#5PaddlePaddle/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.

9,303Python
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#6roboflow/notebooks

A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.

9,194Jupyter Notebook
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#7imgly/background-removal-js

Remove backgrounds from images directly in the browser environment with ease and no additional costs or privacy concerns. Explore an interactive demo.

6,928TypeScript
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