YOLO v7 + SORT Object Tracking | Windows & Linux

Implement multiple object tracking in Python with YOLO v7 and SORT tracking algorithm.

** Code is available for our Patreon Supporters**
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► Time Stamps:
Introduction: (0:00)
Installations: (0:20)
YOLO v7 Object Detection: (03:00)
YOLO v7 Tracking: (04:08)
Tracking Specific Class: (04:25)
Show Track: (05:09)
Unique Color for Each Track: (05:27)
Hide Labels and BBOX: (05:40)
Saving Output: (06:02)
Changing Font & Track Size: (06:24)
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► Links:
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Want to discuss more?

#TheCodingBug
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[ujjwalkatiyar]

Your videos helped me a lot in college project.

[brunospfc]

Thank man, at this point i do own you some money :D Great tutorials !

[JulesElmurib]

is there a list somehwere of all the flags and options? TYSM this video was amazing

[warrior_]

Great Video Sir, if possible, can you creat next video tracking using deepsort .

[chaimacham]

please how can i show confidence with the id in object trucking in the bounding boxe?

[soumyajitpodder]

Hi, nice work. Can you try instance segmentation (Mask R-CNN) and object tracking at the same time ?

[AryanDalal-qrru]

Hey Thanks for the video. Can you make the video while tracking with deep sort algo it is said to be have significant improvement comparatively. Thanks

[AmitKumar-hmgx]

Also, maybe a video (because I don't have fair idea about it and if you think that is something useful) on if we can use the generated traced.pt model every time there is an execution to load it via Torchscript to see if we can have faster inference. I have no idea if it does the same job as exporting the model to onxx-runtime and then maybe convert it to C++ to have faster inference.. maybe it does. Also, apologies if this is out of scope of the contents that you have thought for your channel.

[quoctienpham]

Great videoooo. How can I change the resolution of the result video because from your tutorial it wasnt display
the whole video. Thank you!

[muh.fachrisyam]

Thanks for the video.. can you do tutorial to implement yolov7 into android camera?

[livn-vr]

Great video is it possible to use the sorter for multiple cameras

[apnabazar-wm]

would you consider adding tag to your repo for skipping frames or vid_stride for better performance ie like process every 5 frame or every 10th frame for the 720p models for Realtime performance

[ThePontino]

Nice work guy! is there any easy way to export the tracks into a numerical format? E.g. a list of each object and its (inner) list of subsequent positions (e.g. given by bitmap x-y position)?

[julianelmurib]

Hihi, not sure why but my outputs are no longer saving, it creates a new folder in the runs folder but doesn''t save any ooutpout to it, is there a way to manually save / is there somewehre that explains all of the tags like --save-conf

[nikzadmotamedi]

Hi Haroon, Could you please guide me how to connect a Hikrobot camera to the Yolo algorithm?

[AbdullahJirjees]

Thank you for this nice video, I have a question, how can I add object counter based on the classes that I choose?

[michelangelo]

Hi man, I loved the video. Could you someday make a tutorial teaching how to use Coqui TTS or Tacotron2 to clone voices in English and other languages?

I gave up because I couldn't do it, and there are not many tutorials on how to use it. And the ones that do exist are not good.

Please 😊

[Malinikripya]

How to change from SORT to DEEPSORT in the process

[JulesElmurib]

why is my FPS so slow is this an issue of my cpu ?

[vinayreddy]

Sir im getting proper output but in video the output classes is not starting from 1 can you please help it