sort-track

Sort-Pip: Packaged version of the Sort repository

Overview

This repo is a packaged version of the Sort algorithm.

Installation

pip install sort-track

Detection Model + Sort

from sort.tracker import SortTracker

tracker = SortTracker(args)
for image in images:
   dets = detector(image)
   online_targets = tracker.update(dets)

Citation

@inproceedings{Bewley2016_sort,
  author={Bewley, Alex and Ge, Zongyuan and Ott, Lionel and Ramos, Fabio and Upcroft, Ben},
  booktitle={2016 IEEE International Conference on Image Processing (ICIP)},
  title={Simple online and realtime tracking},
  year={2016},
  pages={3464-3468},
  keywords={Benchmark testing;Complexity theory;Detectors;Kalman filters;Target tracking;Visualization;Computer Vision;Data Association;Detection;Multiple Object Tracking},
  doi={10.1109/ICIP.2016.7533003}
}