Simple YOLOv8 Object Detection & Tracking with StrongSORT & ByteTrack

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In this video 📝 we are going to talk about YOLOv8 object tracking with strongsort and the bytetracker. We will first of all go over how to set it up, then go over the object detection class with yolov8. We will then set up the trackers and put it all together. At the end, im going to show you the results.

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Timestamps:
0:00 Intro
0:43 Setup
3:45 Detection Class
11:41 Tracking
14:35 Results

Tags:
#objectracking #yolov8 #strongsort #bytetrack

[NicolaiAI]

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[caiyu]

Thank you for providing great but free lectures to us.

Great and simple implementation and explanation of YOLOv8 and object trackers, especially StrongSORT :D

[yuriybelikov]

Thank you for your great videos!
I would like to know whether you already have or are planning to release a video about preserving audio in a video after processing it with YOLO and OpenCV?
There are different approaches, but maybe you could show best practices for the cases when object detection or tracking should be performed together with audio processing.

[shashankgsharma]

select sort is good mann, what are the current updates right now? what is the best model for tracking the vehicles right now? I'm still using deep sort tho.

[GARUDA]

Hi Nicolai.. great content.. I had one doubt.. Does Strongsort re-identification work for any object (is it generic) or only for person re-identification and we have to train our re-identification model for custom objects.. thank you

[MrTimelessmovie]

Anyone knows by any chance the fps of yolo8 on Jetson Nano?

[winighfinw-igmt]

Thank you for this amazing video
I just need to use this in my academic project and i have amplimant t it correctly but i didn't find model for future extraction to use it in Strongsort can you provide me where i can find it ?

[NajwaBelarbi-sc]

hello, how can I get the value of the inference time (that is displayed on the terminal) and use it on a python script to plot a curve?

[ccjegxr]

can we use model.track of yolov8 for object detection and tracking both?
or using StronSORT and ByteTrack along with yolov8 object detection performs well?
basically I want to detect the object from frames and also track them and give final results on the basis of results of object detection and tracker

[albertgracelieu]

Hi Nicolai, could you provide the code used in this video? I could not find this one in your github, even through there is a similar one but is outdated. Thank you very much

[paularana]

hi where can I get the util repository? I can't install it in google collab.

[berkkutukcu]

Hey Nicolai! Thanks for the this kind of important videos. I want to ask something to you, if you answer i'll be gladful. There are lots of object detection and tracking models but i couldn't find any wall or environment detection model. Do you know any related model for this subject or do you have any solution for this. There are some solution with unity but i want to use python for this. Have a great day!

[ashutoshshukla]

Where do you share code files for this video

[caiyu]

Your picture sometimes overlap the code. If you make your picture a little small, it would be great.

[murphy]

could you please provide the code ? thank you

[nomannosher]

looks not reliable for small objects.
Overall its great