video-object-detection

Open-source projects categorized as video-object-detection
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Topics: Tracking efficientdet single-object-tracking reid Computer Vision
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video-object-detection Open-Source Projects

  • 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.

    • Project mention: Tracking sets of Keypoints by Person | /r/computervision | 2023-05-16

    I suggest to try the top down approach with the https://openmmlab.com/ open source package. The openmmlab provides multiple algorithms, datasets and pretrained models for various computer vision tasks. Start with mmpose video demo that integrates detection and pose estimation. You can add later tracking with https://github.com/open-mmlab/mmtracking to track the poses in time.

  • Object_Detection_Tracking

    Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20

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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).

video-object-detection related posts

  • Tracking sets of Keypoints by Person

    1 project | /r/computervision | 16 May 2023

  • [P]We have supported Quasi-Dense Similarity Learning for Multiple Object Tracking.

    1 project | /r/MachineLearning | 27 Apr 2022

  • [p]We have supported Quasi-Dense Similarity Learning for Multiple Object Tracking

    1 project | /r/MachineLearning | 27 Apr 2022

  • MMTracking have supported Quasi-Dense Similarity Learning for Multiple Object Tracking.

    1 project | /r/MachineLearning | 27 Apr 2022

  • MMTracking Supports Quasi-Dense Similarity Learning for Multiple Object Tracking

    1 project | news.ycombinator.com | 27 Apr 2022

  • Help combining custom detector (yolo) with a tracker.

    2 projects | /r/computervision | 27 Mar 2022
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Index

Project Stars
1 mmtracking 3,384
2 Object_Detection_Tracking 447

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