Simple YOLOv8 Object Detection & Tracking with StrongSORT & ByteTrack
Вставка
- Опубліковано 7 чер 2024
- Inside my school and program, I teach you my system to become an AI engineer or freelancer. Life-time access, personal help by me and I will show you exactly how I went from below average student to making $250/hr. Join the High Earner AI Career Program here 👉 www.nicolai-nielsen.com/aicareer (PRICES WILL INCREASE SOON)
You will also get access to all the technical courses inside the program, also the ones I plan to make in the future! Check out the technical courses below 👇
_____________________________________________________________
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.
If you enjoyed this video, be sure to press the 👍 button so that I know what content you guys like to see.
_____________________________________________________________
🛠️ Freelance Work: www.nicolai-nielsen.com/nncode
_____________________________________________________________
💻💰🛠️ High Earner AI Career Program: www.nicolai-nielsen.com/aicareer
⚙️ Real-world AI Technical Courses: (www.nicos-school.com)
📗 OpenCV GPU in Python: www.nicos-school.com/p/opencv...
📕 YOLOv7 Object Detection: www.nicos-school.com/p/yolov7...
📒 Transformer & Segmentation: www.nicos-school.com/p/transf...
📙 YOLOv8 Object Tracking: www.nicos-school.com/p/yolov8...
📘 Research Paper Implementation: www.nicos-school.com/p/resear...
📔 CustomGPT: www.nicos-school.com/p/custom...
_____________________________________________________________
📞 Connect with Me:
🌳 linktr.ee/nicolainielsen
🌍 My Website: www.nicolai-nielsen.com/
🤖 GitHub: github.com/niconielsen32
👉 LinkedIn: / nicolaiai
🐦 X/Twitter: / nielsencv_ai
🌆 Instagram: / nicolaihoeirup
_____________________________________________________________
🎮 My Gear (Affiliate links):
💻 Laptop: amzn.to/49LJkTW
🖥️ Desktop PC:
NVIDIA RTX 4090 24GB: amzn.to/3Uc7yAM
Intel I9-14900K: amzn.to/3W4Z5Cb
Motherboard: amzn.to/4aR6wBC
32GB RAM: amzn.to/3Jt2XVR
🖥️ Monitor: amzn.to/4aLP8hh
🖱️ Mouse: amzn.to/3W501GH
⌨️ Keyboard: amzn.to/3xUGz5b
🎙️ Microphone: amzn.to/3w1F1WK
📷 Camera: amzn.to/4b4Ryr9
_____________________________________________________________
Timestamps:
0:00 Intro
0:43 Setup
3:45 Detection Class
11:41 Tracking
14:35 Results
Tags:
#objectracking #yolov8 #strongsort #bytetrack - Наука та технологія
![ПОЛНАЯ ИСТОРИЯ ЭКЗОРЦИЗМА [Топ Сикрет]](http://i.ytimg.com/vi/qBySr6Bt0B8/mqdefault.jpg)
Join My AI Career Program
👉 www.nicolai-nielsen.com/aicareer
Enroll in My School and Technical Courses
👉 www.nicos-school.com
Thank you for providing great but free lectures to us.
Thanks for watching! That means a lot to me
Great and simple implementation and explanation of YOLOv8 and object trackers, especially StrongSORT :D
Thanks a lot for watching!
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.
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 ?
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?
Very helpful , thanks
Glad it was helpful!
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
Hi Thanks for watching! Nope it also works for other object. If u are interested in diving into more details I also have my object tracking course where we go over the theory behind them and how to implement
hi where can I get the util repository? I can't install it in google collab.
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
done it ?
Anyone knows by any chance the fps of yolo8 on Jetson Nano?
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!
use segmentation
Subscribed.
Thanks a lot for the sub!
Hey where can i find code for this??
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
Hi! The code for this video is part of my tracking course so will not be publicly available
@@NicolaiAI lmao u fr showed the source code 💀
I took a tracking course and completed it completely, but unfortunately I didn’t find exactly this code for implementing bytetrack and strongsort as shown in this video. Tell me where I can find this repository to study? I’m just interested in understanding the specific example presented in this video. I would be incredibly grateful if you tell me how to find it
@@NicolaiAI I will be incredibly grateful if you present the archive with the code in this video
Your picture sometimes overlap the code. If you make your picture a little small, it would be great.
Lit
Thanks for watching!
Where do you share code files for this video
For my tracking videos the code is only available inside my courses. Everything is in there and you will just get the code where you can swap out detection models and also trackers with a single line of code
could you please provide the code ? thank you
The code will only be available for the students in my object tracking course unfortunately
i want code
The code for yolov8 tracking is only available in my course since this was a part of it made public available
@@NicolaiAI Please tell me where can I find the code of the repository that understands this video in your paid course?