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The Top 20 Video Instance Segmentation Open Source Projects

Open source projects categorized as Video Instance Segmentation
Categories > Video Instance Segmentation
Mmtracking ⭐ 3,101
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.
dependent packages 2total releases 13most recent commit 9 months agopypi mmtrack} Downloads
Uninext ⭐ 1,247
[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval
most recent commit a year ago
Sam Pt ⭐ 813
SAM-PT: Extending SAM to zero-shot video segmentation with point-based tracking.
most recent commit 6 months ago
Vnext ⭐ 571
Next-generation Video instance recognition framework on top of Detectron2 which supports InstMove (CVPR 2023), SeqFormer(ECCV Oral), and IDOL(ECCV Oral))
most recent commit a year ago
Vistr ⭐ 471
[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers
most recent commit 3 years ago
Queryinst ⭐ 394
[ICCV 2021] Instances as Queries
most recent commit 8 months ago
Maskfreevis ⭐ 337
Mask-Free Video Instance Segmentation [CVPR 2023]
most recent commit a year ago
Pcan ⭐ 304
Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation, NeurIPS 2021 Spotlight
most recent commit 2 years ago
Unitrack ⭐ 261
[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).
most recent commit 2 years ago
Sipmask ⭐ 259
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)
most recent commit 3 years ago
Seqformer ⭐ 255
SeqFormer: Sequential Transformer for Video Instance Segmentation (ECCV 2022 Oral)
most recent commit 2 years ago
Tevit ⭐ 209
Temporally Efficient Vision Transformer for Video Instance Segmentation, CVPR 2022, Oral
most recent commit a year ago
Insta Dm ⭐ 186
Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency (AAAI 2021)
most recent commit a year ago
Dvis ⭐ 105
DVIS: Decoupled Video Instance Segmentation Framework
most recent commit 5 months ago
Devis ⭐ 36
DeVIS: Making Deformable Transformers Work for Video Instance Segmentation
most recent commit a year ago
Dvis_plus ⭐ 11
most recent commit 6 months ago
Awesome Video Instance Segmentation ⭐ 11
Awesome video instance segmentation papers
most recent commit 5 months ago
Openvis ⭐ 7
Open-vocabulary video instance segmentation Codebase built upon Detectron2, which is really easy to use.
most recent commit 5 months ago
Mask Selection Networks ⭐ 5
[CVPR 2021] Youtube-VIS 2021 3rd place, [CVPR 2020] winner DAVIS 2020. Code for mask selection based methods.
most recent commit 3 years ago
Masktrackrcnn Mmdet2.0 ⭐ 5
UNOFFICIAL implement of MaskTrackRCNN for video instance segmentation via mmdetection 2.11.0.
most recent commit 3 years ago
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