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A multi-camera multi-object tracking software with its own labelling tool to annotate datasets.

Project description

MultiTrackPro

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A multi-camera multi-object tracking software with its own labelling tool to annotate datasets.

Features

  • QT based media player that can play four videos at the same time.

auto-annotate-pro

Pending Tasks

  • Implement play of N number of video files (N != 4, but N <=4). Limit to 4 videos maximum.

  • Set play pause next frame, prev frame etc buttons to disabled stage when no video.

  • Add play pause icons to UI using Google Material.

  • Integrate object detection.
    • ☑ - Store annotations of each frame in memory.

    • ☑ - Add display of bounding boxes.

    • Replace BoundingBox as drawables.

    • Add tracker.

    • Save/Load Annotations.

    • Save dataset-specific configuration.

  • Add masking to the frames to discard object detection for certain areas.

  • Add object detection correction

  • Add tracking correction

  • Add mouse event capture to rearrange videos.

  • Add track integration between two frames.

  • Add speed change option for playback.

  • Make frame number text label and slider work.

  • Integrate github action/circleci

  • ToDo - See Live Preview of object detection and tracking. This will help user catch errors quickly, instead of running object detection completely.

  • Use platformdirs

Credits

This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.

History

0.1.0 (2023-06-09)

  • First release on PyPI.

0.1.1 (2023-06-09)

  • Added video player that plays exactly 4 videos.

0.1.2 (2023-06-15)

  • BugFixes

0.1.3 (2023-07-30)

  • Integrated Object Detection for all videos.

  • Added rendering of object detection results.

Project details


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