Object Tracking YOLOv8 and ByteTrack (Player Tracking and ByteTrack Algorithm Explained)

I will show you how to track multiple objects using YOLOv8 and bytetrack from Ultralytics and explain how the ByteTrack Algorithm works.
0:00 Introduction
0:45 What is ByteTrack Multi-Object Tracking (MOT)?
1:57 How Does ByteTrack Work?
5:24 Tracking Soccer Players with YOLOv8 and ByteTrack
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[@kevinwoodrobotics]

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[@NezihBenJemia]

Just discovered your channel thanks for the content

[@kevinwoodrobotics]

Welcome! Let me know if you have any content requests!

[@MasudRunner]

impressive

[@Bwajster]

How does the accuracy of the ByteTrack algorithm compare to that of the DeepSort tracking algorithm?

[@kevinwoodrobotics]

I haven’t tested myself but it’ll probably vary case by case. Best to test it with the specific use case to evaluate performance

[@mdriad4521]

can you make streamlit web application for this types of project?

[@kevinwoodrobotics]

Should be possible

[@paulpolizzi3421]

i want to track my kids soccer stats,can i use this to do it? or do i need to modify it? how do i learn how to use this?

[@kevinwoodrobotics]

Yeah this would be a good starting point. And use this to extract the data and do your analysis. Not sure what your background is, but knowing Python is a good start and understanding the formulas for your stats. Then from there is just implementing in code

[@paulpolizzi3421]

@@kevinwoodrobotics i have no background in Python or any coding.

[@kevinwoodrobotics]

@@paulpolizzi3421 I have a whole playlist on Python if you want to learn or if there’s a GitHub repo with your exact needs you would need to learn how to run the program

[@kevinwoodrobotics]

I have a lot of videos that show that process step by step in my Python tutorial

[@kevinwoodrobotics]

kevinwoodrobotics.com/product/object-tracking-yolov8-and-bytetrack/

[@banshee4496]

do you have the repo for the code you are using ?

[@banshee4496]

repo link *

[@kevinwoodrobotics]

It’s available for diamond tier members if you’d like to join

[@kevinwoodrobotics]

kevinwoodrobotics.com/product/object-tracking-yolov8-and-bytetrack/