Python video-object-segmentation

Open-source Python projects categorized as video-object-segmentation

Top 5 Python video-object-segmentation Projects

  • Track-Anything

    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

    [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 holy shit

  • Sonar

    Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  • Unicorn

    [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 -

  • MiVOS

    [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

  • 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). (by Zhongdao)

  • InfluxDB

    Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

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.

Python video-object-segmentation related posts


What are some of the best open-source video-object-segmentation projects in Python? This list will help you:

Project Stars
1 Track-Anything 4,703
2 XMem 1,187
3 Unicorn 894
4 MiVOS 398
5 UniTrack 310
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