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)
Add to my DEV experience object-tracking single-object-tracking multi-object-tracking multi-object-tracking-segmentation multi-object-tracker multi-object-track pose-tracking video-object-segmentation video-object-tracking video-instance-segmentation tracking-by-detection
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UniTrack Alternatives

Similar projects and alternatives to UniTrack based on common topics and language

  • ByteTrack

    6 UniTrack VS ByteTrack

    [ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

  • mmtracking

    7 UniTrack VS 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.

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  • UNINEXT

    2 UniTrack VS UNINEXT

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

  • Unicorn

    7 UniTrack VS Unicorn

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

  • yolo_tracking

    8 UniTrack VS yolo_tracking

    BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better UniTrack alternative or higher similarity.
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UniTrack reviews and mentions

Posts with mentions or reviews of UniTrack. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-06-02.

Stats

Basic UniTrack repo stats
1
335
1.8
about 2 years ago

Zhongdao/UniTrack is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of UniTrack is Python.

Popular Comparisons

  1. UniTrack VS mmtracking
  2. UniTrack VS ByteTrack
  3. UniTrack VS UNINEXT

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