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: Python - Size: 2.85 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 3,697 - Forks: 599

MasterBin-IIAU/UNINEXT

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

Language: Python - Size: 17.5 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1,332 - Forks: 150

FoundationVision/GLEE

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

Language: Python - Size: 22.3 MB - Last synced at: 8 days ago - Pushed at: 6 months ago - Stars: 1,115 - Forks: 69

SysCV/sam-pt

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

Language: Python - Size: 86.1 MB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 993 - Forks: 63

YuqingWang1029/VisTR

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

Language: Python - Size: 109 KB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 744 - Forks: 97

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: Python - Size: 53.7 MB - Last synced at: 17 days ago - Pushed at: about 1 year ago - Stars: 613 - Forks: 55

hustvl/QueryInst

[ICCV 2021] Instances as Queries

Language: Python - Size: 7.29 MB - Last synced at: 17 days ago - Pushed at: over 1 year ago - Stars: 408 - Forks: 55

SysCV/pcan

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

Language: Python - Size: 55.9 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 362 - Forks: 50

SysCV/MaskFreeVIS

Mask-Free Video Instance Segmentation [CVPR 2023]

Language: Python - Size: 10.5 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 350 - Forks: 24

wjf5203/SeqFormer

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

Language: Python - Size: 16.3 MB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 346 - Forks: 30

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: Python - Size: 62.7 MB - Last synced at: 15 days ago - Pushed at: almost 3 years ago - Stars: 345 - Forks: 35

JialeCao001/SipMask

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

Language: Jupyter Notebook - Size: 22.3 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 331 - Forks: 53

hustvl/TeViT

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

Language: Python - Size: 56.5 MB - Last synced at: 9 days ago - Pushed at: about 2 years ago - Stars: 239 - Forks: 18

SeokjuLee/Insta-DM

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

Language: Python - Size: 10.8 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 217 - Forks: 28

MinghanLi/UniVS

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

Language: Python - Size: 37.9 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 170 - Forks: 12

zhang-tao-whu/DVIS

DVIS: Decoupled Video Instance Segmentation Framework

Language: Python - Size: 188 KB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 146 - Forks: 8

zhang-tao-whu/DVIS_Plus

Language: Python - Size: 442 KB - Last synced at: 14 days ago - Pushed at: 10 months ago - Stars: 116 - Forks: 11

fanghaook/Awesome-Video-Instance-Segmentation

Awesome video instance segmentation papers

Size: 91.8 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 39 - Forks: 0

acaelles97/DeVIS

DeVIS: Making Deformable Transformers Work for Video Instance Segmentation

Language: Python - Size: 10.5 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 38 - Forks: 4

clownrat6/OpenVIS

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

Language: Python - Size: 67.2 MB - Last synced at: 16 days ago - Pushed at: 4 months ago - Stars: 22 - Forks: 0

fanghaook/LBVQ

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

Language: Python - Size: 807 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 0

anirudh-chakravarthy/ObjProp

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

Language: Python - Size: 1.87 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 8

SHI-Labs/Mask-Selection-Networks

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

Size: 9.82 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 2

Exely/masktrackrcnn-mmdet2.0 📦

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

Language: Python - Size: 3.6 MB - Last synced at: 7 days ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 4

KainingYing/mmvis

A video instance segmentation codebase based on OpenMMLab projects.

Language: Python - Size: 542 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

caganselim/TLTM

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

Language: Python - Size: 36.6 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

jkd2021/joint-QDTrack 📦

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

Language: Python - Size: 29.9 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

Allamrahul/ObjProp Fork of anirudh-chakravarthy/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: Python - Size: 7.05 MB - Last synced at: 8 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

caganselim/flying_mnist

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

Language: Python - Size: 929 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0