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📡 implementation of multi object tracking algorithms including PMBM (Poisson Multi Bernoulli Mixture filter) in Python 🐍
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kharitonov-ivan/multi-object-tracking-in-python
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This repository contains implementation of various multi-object trackers.
In addition, it includes is tutorial with goal to demonstrate principles of work this trackers in educational proposes. It is unfluenced by the Multiple Object Tracking course in Chalmers and Edxyoutube 📺 and MATLAB open sourced implementations.
You can dive into in tutorial notebook (locally or in colab). Or explore code explicitly.
Firstly, you need install Eigen3 in your system.
python3.10 -m venv .venv
source .venv/bin/activatepython -m pip install -e.As a dependencies package manager this project use PDM.
Install pre-commit
pre-commit install
pytest tests/SOT/
pytest tests/MOT
pytest tests/PHD
pytest tests/PMBM
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📡 implementation of multi object tracking algorithms including PMBM (Poisson Multi Bernoulli Mixture filter) in Python 🐍
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