multitrackpro

============= MultiTrackPro

.. image:: https://img.shields.io/pypi/v/multitrackpro.svg :target: https://pypi.python.org/pypi/multitrackpro

.. image:: https://readthedocs.org/projects/multitrackpro/badge/?version=latest :target: https://multitrackpro.readthedocs.io/en/latest/?version=latest :alt: Documentation Status

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

• Free software: GNU General Public License v3
• Documentation: https://readthedocs.org/projects/multitrackpro/.

Features

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

.. code-block:: shell

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_

.. _Google Material: https://fonts.google.com/icons?icon.category=Audio%26Video .. _platformdirs: https://github.com/platformdirs/platformdirs

Credits

This package was created with Cookiecutter_ and the audreyr/cookiecutter-pypackage_ project template.

.. _Cookiecutter: https://github.com/audreyr/cookiecutter .. _audreyr/cookiecutter-pypackage: https://github.com/audreyr/cookiecutter-pypackage

======= 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.