metadata
license: mit
tags:
- object-detection
- computer-vision
- sort
- tracker
- ocsort
Model Description
Sort: A simple online and realtime tracking algorithm for 2D multiple object tracking in video sequences
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}
}