Object Tracking with YOLOv5 and DeepSORT in OpenCV

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In this video 📝 we are going to take a look at how to do easy object tracking with YOLOv5 and DeepSORT in OpenCV. First of all, we need to detect the objects, set up our tracker with the Kalman filter, and then we can do tracking on live webcam in OpenCV. In the end, we will see the results for the tracked objects.

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Tags:
#ObjectTracking #OpenCV #ComputerVision

[NicolaiAI]

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[oxusss]

Hi, I checked your github link but can't see files from this video. Hope you'll update it sooner as it would be very helpful. Thanks

[sanskar_choudhary]

great video, the only problem I find is that model only detects single class object, even though I have removed "if == 'person'" condition.

[alexandershim]

Hi, thank you for the tutorial. Also could you please explain why you say it tracks nicely, but at the same time it loses object id (eg in first demo with you in frames) and gives a new id at pretty not hard conditions- just you in front of the camera. Just wanted to clarify this moment, thank you

[Inspired_insights]

Can we apply deepsort with merging a 3 cam feed.?

[kamnsv]

The yolo detector works on every frame, which is an expensive operation. How to skip some frames so that yolo can only be used for focusing later and tracking works on raw frames?

[goncalomesquita]

I am doing every thing exaclyt like you, however I am having this problem. ValueError: shapes (3, 1280, 3) and (3, 1280, 4) not aligned: 3 (dim 2) != 1280 (dim 1). Does anyone know why ? Apparently I detecting more track objects with deep sort than Yolo detection.

[arielgonzalez]

Hi great video, where can i get this code?

[kiloani]

can you post a link to the video where you set up the yolodetector class please?

[thiviruperera]

Hi great video, is there a specific reason why you didn't use Yolov7 for this?

[thomasward]

Great video! does this kind of object tracking make it possible to detect the height and width of 3d objects - vehicles specifically?

[vineetkumarmishra]

Loved the video but unable to find the py file in your github

[science.]

the id changes even the object stills in scene byt little move

[majacode]

how to load video src from webrct streaming

[lizmathews]

Hi great video, where can i get this code?