YOLOv10 Object Tracking on Live Webcam Step by Step Tutorial
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- เผยแพร่เมื่อ 30 มิ.ย. 2024
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In this video 📝 we are going to see how we can do YOLOv10 Object Tracking on a live webcam. We will look at the performance of the YOLOv10 model compared to other YOLO models, go over the entire code on how to set up object trackers like Strongsort and ByteTrack. At the end, we will run the object tracking on a live webcam.
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ByteTrack: github.com/ifzhang/ByteTrack
StrongSORT: github.com/dyhBUPT/StrongSORT
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Timestamps:
00:00 Introduction
00:42 YOLOv10 Github Repo
01:34 Code Walktrough
12:01 Trackers
15:13 Results
Tags: #YOLOv10 #ObejctTracking #Yolov10ObejctTracking - วิทยาศาสตร์และเทคโนโลยี
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Can you make a tutorial on exporting YOLO models to CoreML or using YOLO on mobile phones? Maybe show how to create your own app too?
Will take a look at it!
can you use mps instead of cuda?
Yo lo tengo con solo yolov5 y v8 hasta puedo grabar y todo pero me imagino que debe utilizar muchas cosas al v10
It's possible to combine yolov10 and deep sort algorithm together and use custom datasets? If possible can do or guide on how to do it Sir? Waiting to read from you Sir
My paper is not published yet and two new versions are already launched.
Everything is going so fast! But just because we have a new version doesn’t mean it’s better in all cases
You should export your model to coreml which will increase your FPS on the display
Is an option but you can always do that. This code will work on any system directly for all people
Attleast share repository for bytetrack and stong sort maybe official one or some implementation.
updated in the description. Over 100 students have paid to get access to this information and direct code so wont be able to share it all to respect that. All my other code is available publicly.
@@NicolaiAI i got you not asking for your code. Thanks for updating the decription.
How can we perform real-time processing with the Intel RealSense SR305?
Yeah u just need to connect the camera with opencv or pull the images somehow
@@NicolaiAI pipeline.start(config)
RuntimeError: No device connected
Will yolov10 be added in ultralytics soon?
Yeah integration is being worked on
it is available now :)
How to download model ? When i click on a model i'm redirected to another website.
Right click after training and download. If it’s on the GitHub it will open up a link and download automatically
@@NicolaiAI when i click i'm redirected to huggingface with no possibilty to download