Model Description

Sort: A simple online and realtime tracking algorithm for 2D multiple object tracking in video sequences<img src="https://raw.githubusercontent.com/noahcao/OC_SORT/master/assets/teaser.png" width="600"/>

Installation

pip install sort-track

Tracker

from sort.tracker import SortTracker

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

BibTeX Entry and Citation Info

@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}
}