A Python package that provides commonly used functionality when implementing and testing algorithms for multiple object tracking. This includes
- Preprocessing and postprocessing
- Datasets and evaluation toolkits
- Visualization
The library can be installed with pip:
pip install git+https://github.com/nwojke/pymotutils
Note that some of the dataset wrappers in contrib may require additional
packages that are not listed as a dependency.
The following example downloads the MOT16 dataset and plays back one of the training sequences:
wget https://motchallenge.net/data/MOT16.zip
unzip MOT16.zip -d MOT16
PYTHONPATH=$(pwd) python examples/motchallenge_playback.py \
--mot_dir=./MOT16/train --sequence=MOT16-02
A complete implementation of a tracking method using this utility package can be found in a seperate project.