video-instance-segmentation

There are 34 repositories under video-instance-segmentation topic.

  • open-mmlab/mmtracking

    OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

    Language:Python3.8k47470614

  • MasterBin-IIAU/UNINEXT

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

    Language:Python1.3k6859121

  • FoundationVision/GLEE

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

    Language:Python1.2k325474

  • SysCV/sam-pt

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

    Language:Python1k403463

  • YuqingWang1029/VisTR

    [CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers

    Language:Python755107998

  • FoundationVision/VNext

    Next-generation Video instance recognition framework on top of Detectron2 which supports InstMove (CVPR 2023), SeqFormer(ECCV Oral), and IDOL(ECCV Oral))

    Language:Python616167055

  • hustvl/QueryInst

    [ICCV 2021] Instances as Queries

    Language:Python413124755

  • SysCV/MaskFreeVIS

    Mask-Free Video Instance Segmentation [CVPR 2023]

    Language:Python36881628

  • SysCV/pcan

    Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation, NeurIPS 2021 Spotlight

    Language:Python36483449

  • 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:Python35194436

  • wjf5203/SeqFormer

    SeqFormer: Sequential Transformer for Video Instance Segmentation (ECCV 2022 Oral)

    Language:Python34672530

  • JialeCao001/SipMask

    SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)

    Language:Jupyter Notebook336106553

  • hustvl/TeViT

    Temporally Efficient Vision Transformer for Video Instance Segmentation, CVPR 2022, Oral

    Language:Python23971218

  • SeokjuLee/Insta-DM

    Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency (AAAI 2021)

    Language:Python226141227
  • UniVS

    MinghanLi/UniVS

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

    Language:Python19531413

  • zhang-tao-whu/DVIS

    DVIS: Decoupled Video Instance Segmentation Framework

    Language:Python1544349

  • zhang-tao-whu/DVIS_Plus

    Language:Python12843112

  • fanghaook/Awesome-Video-Instance-Segmentation

    Awesome video instance segmentation papers

    46310

  • acaelles97/DeVIS

    DeVIS: Making Deformable Transformers Work for Video Instance Segmentation

    Language:Python38434

  • MinghanLi/STMask

    Code release for "STMask: Spatial Feature Calibration and Temporal Fusion for Effective One-stage Video Instance Segmentation"(CVPR2021)

    Language:Python36398

  • fanghaook/LBVQ

    Learning Better Video Query with SAM for Video Instance Segmentation (TCSVT 2024)

    Language:Python26201

  • clownrat6/OpenVIS

    [AAAI 2025] Open-vocabulary Video Instance Segmentation Codebase built upon Detectron2, which is really easy to use.

    Language:Python24340

  • MinghanLi/MDQE_CVPR2023

    Code release for "MDQE: Mining Discriminative Query Embeddings to Segment Occluded Instances on Challenging Videos"(CVPR2023)

    Language:Python14121

  • MinghanLi/BoxVIS

    Code release for "BoxVIS: Video Instance Segmentation with Box Annotation"

    Language:Python11221

  • anirudh-chakravarthy/ObjProp

    [CVPRW 2021] - Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance Segmentation

    Language:Python6168

  • SHI-Labs/Mask-Selection-Networks

    [CVPR 2021] Youtube-VIS 2021 3rd place, [CVPR 2020] winner DAVIS 2020. Code for mask selection based methods.

    6632

  • Exely/masktrackrcnn-mmdet2.0

    UNOFFICIAL implement of MaskTrackRCNN for video instance segmentation via mmdetection 2.11.0.

    Language:Python5174

  • caganselim/flying_mnist

    Dynamic MNIST digit sequences for video instance segmentation with optical flow data.

    Language:Python2100

  • jkd2021/joint-QDTrack

    Implementation of joint construction of Mask/BBox heads in QDTrack-mots for joint training research

    Language:Python2100

  • KainingYing/mmvis

    A video instance segmentation codebase based on OpenMMLab projects.

    Language:Python2100

  • Allamrahul/ObjProp

    This repository captures our work on Video Instance Segmentation, as a part of our CS 534 AI course project, under Prof. Jacob Whitehill. We describe and analyze the experimental trials performed on the baseline ([CVPRW 2021] - Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance Segmentation).

    Language:Python1001

  • caganselim/MaskTrackRCNN-PyTorch16

    This repo contains fixes for MaskTrackRCNN paper to make it compatible on PyTorch 1.6+.

    Language:Python1100

  • caganselim/TLTM

    The repository for TLTM: Two-Level Temporal Relation Model for Online Video Instance Segmentation.

    Language:Python1101

  • caganselim/centermasktrackrcnn

    CenterMask is powered with MaskTrackRCNN tracking algorithm for video instance segmentation.

    Language:Python10