video-object-segmentation

There are 97 repositories under video-object-segmentation topic.

  • gaomingqi/Track-Anything

    Track-Anything is a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything, XMem, and E2FGVI.

    Language:Python6.5k62140481

  • foolwood/SiamMask

    [CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

    Language:Python3.5k94202818

  • z-x-yang/Segment-and-Track-Anything

    An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.

    Language:Jupyter Notebook2.9k51154343
  • XMem

    hkchengrex/XMem

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

    Language:Python1.8k21134193

  • MasterBin-IIAU/UNINEXT

    [CVPR'23] Universal Instance Perception as Object Discovery and Retrieval

    Language:Python1.5k9956158

  • hkchengrex/Tracking-Anything-with-DEVA

    [ICCV 2023] Tracking Anything with Decoupled Video Segmentation

    Language:Python1.3k16110129

  • FoundationVision/GLEE

    [CVPR2024 Highlight]GLEE: General Object Foundation Model for Images and Videos at Scale

    Language:Python1.1k474585

  • SysCV/sam-pt

    SAM-PT: Extending SAM to zero-shot video segmentation with point-based tracking.

    Language:Python974413461

  • MasterBin-IIAU/Unicorn

    [ECCV'22 Oral] Towards Grand Unification of Object Tracking

    Language:Python950204587

  • hkchengrex/Cutie

    [CVPR 2024 Highlight] Putting the Object Back Into Video Object Segmentation

    Language:Python733412071
  • STCN

    hkchengrex/STCN

    [NeurIPS 2021] Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation

    Language:Python543915969

  • hkchengrex/MiVOS

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

    Language:Python469155464

  • Zhongdao/UniTrack

    [NeurIPS'21] Unified tracking framework with a single appearance model. It supports Single Object Tracking (SOT), Video Object Segmentation (VOS), Multi-Object Tracking (MOT), Multi-Object Tracking and Segmentation (MOTS), Pose Tracking, Video Instance Segmentation (VIS), and class-agnostic MOT (e.g. TAO dataset).

    Language:Python340104434

  • z-x-yang/CFBI

    The official implementation of CFBI(+): Collaborative Video Object Segmentation by (Multi-scale) Foreground-Background Integration.

    Language:Python322205843

  • carrierlxk/COSNet

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

    Language:Python321114661

  • henghuiding/MOSE-api

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

    Language:Python3186165

  • foolwood/deepmask-pytorch

    PyTorch re-implementation of DeepMask

    Language:Python22071053

  • wenguanwang/AGS

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

    Language:Python2114733

  • gaomingqi/Awesome-Video-Object-Segmentation

    :bookmark: Curated list of video object segmentation (VOS) papers, datasets, and projects.

    2081566

  • carrierlxk/AGNN

    Zero-shot Video Object Segmentation via Attentive Graph Neural Networks (ICCV2019 Oral)

    Language:Python206111825

  • tfzhou/MATNet

    Motion-Attentive Transition for Zero-Shot Video Object Segmentation (AAAI2020&TIP2021)

    Language:Python19162620

  • visinf/dense-ulearn-vos

    Dense Unsupervised Learning for Video Segmentation (NeurIPS*2021)

    Language:Python18191421

  • mbzuai-metaverse/XMem2

    A tool for efficient semi-supervised video object segmentation (great results with minimal manual labor) and a dataset for benchmarking

    Language:Python18042226

  • GewelsJI/VPS

    Official website for "Video Polyp Segmentation: A Deep Learning Perspective (MIR 2022)"

    Language:Python17774428

  • MinghanLi/UniVS

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

    Language:Python17041212

  • microsoft/transductive-vos.pytorch

    a transductive approach for video object segmentation

    Language:Python15592232

  • ZENGXH/DMM_Net

    Differentiable Mask-Matching Network for Video Object Segmentation (ICCV 2019)

    Language:Python14761019

  • z-x-yang/AOT

    Associating Objects with Transformers for Video Object Segmentation

    132131810

  • hkchengrex/Mask-Propagation

    [CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code :star2:. Semi-supervised video object segmentation evaluation.

    Language:Python12874622

  • omkar13/MaskTrack

    Implementation of MaskTrack method which is the baseline of several state-of-the-art video object segmentation methods in Pytorch

    Language:Python1265523

  • GewelsJI/PNS-Net

    2021-MICCAI-Progressively Normalized Self-Attention Network for Video Polyp Segmentation

    Language:Python11641929

  • yz93/anchor-diff-VOS

    Anchor Diffusion for Unsupervised Video Object Segmentation

    Language:Python11651114

  • nearthlab/SiamMaskCpp

    C++ Implementation of SiamMask

    Language:C++989623

  • carrierlxk/MuG

    Learning Video Object Segmentation from Unlabeled Videos (CVPR2020)

    Language:Python9515511

  • carrierlxk/GraphMemVOS

    Video Object Segmentation with Episodic Graph Memory Networks (ECCV2020 spotlight)

    Language:Python9412108

  • hzxie/RMNet

    The official implementation of "Efficient Regional Memory Network for Video Object Segmentation". (Xie et al., CVPR 2021)

    Language:Python8562612