Top 5 Python video-object-segmentation Projects

Track-Anything

13 4,703 9.6 Python

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

Project mention: Tutorial for Track-Anything, an interactive tool to segment, track, and inpaint anything in videos. | /r/StableDiffusion | 2023-05-10
XMem

10 1,187 7.9 Python

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

Project mention: Track-Anything: a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything and XMem. | /r/StableDiffusion | 2023-04-25

Nvm just found the occlusion video on https://github.com/hkchengrex/XMem holy shit
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Unicorn

7 894 5.4 Python

[ECCV'22 Oral] Towards Grand Unification of Object Tracking (by MasterBin-IIAU)

Project mention: need help with object detection and object tracking using yolov4 | /r/matlab | 2022-08-07

Also check out Unicorn - https://github.com/MasterBin-IIAU/Unicorn
MiVOS

2 398 3.5 Python

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

Project mention: Free instance segmentation annotation tool | /r/computervision | 2023-02-08

Mivos, you'll get assisted by a deep learning model https://github.com/hkchengrex/MiVOS
UniTrack

0 310 1.1 Python

[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). (by Zhongdao)
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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-05-10.