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The Top 23 Video Object Segmentation Open Source Projects

Open source projects categorized as Video Object Segmentation
Categories > Video Object Segmentation
Track Anything ⭐ 5,817
Track-Anything is a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything, XMem, and E2FGVI.
most recent commit 4 months ago
Siammask ⭐ 3,417
[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach
most recent commit 5 months ago
Segment And Track Anything ⭐ 2,060
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.
most recent commit 6 months ago
Xmem ⭐ 1,511
[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
most recent commit 4 months ago
Uninext ⭐ 1,247
[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval
most recent commit 10 months ago
Tracking Anything With Deva ⭐ 868
[ICCV 2023] Tracking Anything with Decoupled Video Segmentation
most recent commit 4 months ago
Sam Pt ⭐ 813
SAM-PT: Extending SAM to zero-shot video segmentation with point-based tracking.
most recent commit 5 months ago
Unicorn ⭐ 796
[ECCV'22 Oral] Towards Grand Unification of Object Tracking
most recent commit 2 years ago
Stcn ⭐ 498
[NeurIPS 2021] Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation
most recent commit 7 months ago
Mivos ⭐ 427
[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!
most recent commit 7 months ago
Cfbi ⭐ 308
The official implementation of CFBI(+): Collaborative Video Object Segmentation by (Multi-scale) Foreground-Background Integration.
most recent commit a year ago
Cutie ⭐ 288
[arXiv 2023] Putting the Object Back Into Video Object Segmentation
most recent commit 5 months ago
Cosnet ⭐ 264
See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks (CVPR19)
most recent commit 3 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
Mose Api ⭐ 237
[ICCV 2023] MOSE: A New Dataset for Video Object Segmentation in Complex Scenes
most recent commit 6 months ago
Ags ⭐ 209
Learning Unsupervised Video Object Segmentation through Visual Attention (CVPR19, PAMI20)
most recent commit a year ago
Deepmask Pytorch ⭐ 192
PyTorch re-implementation of DeepMask
most recent commit 5 years ago
Agnn ⭐ 189
Zero-shot Video Object Segmentation via Attentive Graph Neural Networks (ICCV2019 Oral)
most recent commit 2 years ago
Transductive Vos.pytorch ⭐ 150
a transductive approach for video object segmentation
most recent commit a year ago
Vps ⭐ 139
Official website for "Video Polyp Segmentation: A Deep Learning Perspective (MIR 2022)"
most recent commit 4 months ago
Matnet ⭐ 137
Motion-Attentive Transition for Zero-Shot Video Object Segmentation (AAAI2020)
most recent commit 2 years ago
Dense Ulearn Vos ⭐ 121
Dense Unsupervised Learning for Video Segmentation (NeurIPS*2021)
most recent commit 2 years ago
Masktrack ⭐ 114
Implementation of MaskTrack method which is the baseline of several state-of-the-art video object segmentation methods in Pytorch
most recent commit 5 years ago
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