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kcfpy3's Introduction

KCF tracker in Python3

Python3 implementation of

High-Speed Tracking with Kernelized Correlation Filters
J. F. Henriques, R. Caseiro, P. Martins, J. Batista
TPAMI 2015

It is modified from KCFpy

Use

Download the sources and execute

git clone https://github.com/kevinli97/KCFpy3.git
cd KCFpy3
python3 run.py

It will open the default camera of your computer, you can also open a different camera or a video

python3 run.py 2
python3 run.py ./test.avi

Try different options (hog/gray, fixed/flexible window, singlescale/multiscale) of KCF tracker by modifying the arguments in line tracker = kcftracker.KCFTracker(False, True, False) # hog, fixed_window, multiscale in run.py.

Problem

See KCFpy

kcfpy3's People

Contributors

kevinli97 avatar

Stargazers

Xiangewei Chen avatar avatar avatar Monica avatar royhuang avatar ZhangHeartbright avatar avatar Robin Luo avatar avatar bygreencn avatar The Lucky avatar DLUT_HS avatar avatar

Watchers

Robin Luo avatar avatar

Forkers

dengwanghua dongzhou-1996

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