Packaged version of the Strongsort repository


Keywords
machine-learning, deep-learning, pytorch, vision, image-classification, object-detection, yolov7, detector, yolov5
License
MIT
Install
pip install strongsort==0.2.1

Documentation

StrongSort-Pip: Packaged version of StrongSort

teaser

downloads pypi version

Overview

This repo is a packaged version of the StrongSort algorithm.

Installation

pip install strongsort

Detection Model + StrongSort

from strong_sort import StrongSORT

tracker = StrongSORT(model_weights='model.pth', device='cuda')
pred = model(img)
for i, det in enumerate(pred):
    det[i] = tracker[i].update(detection, im0s)

Citations

@article{du2022strongsort,
  title={Strongsort: Make deepsort great again},
  author={Du, Yunhao and Song, Yang and Yang, Bo and Zhao, Yanyun},
  journal={arXiv preprint arXiv:2202.13514},
  year={2022}
}