video-segmentation 开源项目推荐（139 个）

PaddlePaddle /PaddleSeg

易于使用的图像分割库，具有令人敬畏的预训练模型动物园，支持语义分割、交互式分割、全景分割、图像Matting、3D分割等领域的广泛实际任务。

royshil /obs-backgroundremoval

用于删除纵向图像（视频）中的背景的OPS插件，以便在录制或流媒体时轻松替换背景。

yatengLG /ISAT_with_segment_anything

带Sam（segment anything models）的标签工具，支持Sam、Sam2、Sam3、sam-hq、Mobile Sam EdgeSam等。交互式半自动图像标记工具

hkchengrex /XMem

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

hkchengrex /Tracking-Anything-with-DEVA

[ICCV 2023] 使用解耦视频分割跟踪任意目标。

hkchengrex /Cutie

[CVPR 2024 Highlight] 将对象重新纳入视频对象分割

ayoolaolafenwa /PixelLib

请访问 PixelLib 的官方文档：https://pixellib.readthedocs.io/en/latest/

AngeLouCN /Min_Max_Similarity

A contrastive learning based semi-supervised segmentation network for medical image segmentation

hkchengrex /STCN

[NeurIPS 2021]重新思考时空网络，改善内存覆盖率，以实现高效的视频对象分割

kmaninis /OSVOS-PyTorch

PyTorch implementation of One-Shot Video Object Segmentation (OSVOS)

hkchengrex /MiVOS

[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!

henghuiding /MOSE-api

[ICCV 2023] MOSE: A New Dataset for Video Object Segmentation in Complex Scenes

PABannier /sam3.cpp

便携式C/C++中的快速最先进图像和视频分割

SysCV /MaskFreeVIS

Mask-Free Video Instance Segmentation [CVPR 2023]

carrierlxk /COSNet

See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks (CVPR19)

pathak22 /unsupervised-video

[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web

lim-anggun /FgSegNet

FgSegNet: Foreground Segmentation Network, Foreground Segmentation Using Convolutional Neural Networks for Multiscale Feature Encoding

alimohammadiamirhossein /smite

Pytorch Implementation of "SMITE: Segment Me In TimE" (ICLR 2025)

wenguanwang /AGS

Learning Unsupervised Video Object Segmentation through Visual Attention (CVPR19, PAMI20)

MinghanLi /UniVS

Code release for "UniVS: Unified and Universal Video Segmentation with Prompts as Queries" (CVPR2024)