Real-Time Object Tracking using YOLOv8 and DeepSORT | Vehicles Counting (Vehicles Entering& Leaving)

#yolo #yolov8 #objectdetection #objectracking #opencvpython #opencv #computervision #machinelearning #artificialintelligence #deepsort #multiobjecttracking#deeplearning
YOLOv8 and DeepSORT: A Powerful Combination for Object Tracking
Implement Multiple Object Tracking in Python with YOLOv8 and DeepSORT Tracking Algorithm.
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Github Repo:

[muhammadmoinfaisal]

🧑🏻‍💻 My AI and Computer Vision Courses⭐:

📙 YOLOv9: Learn Object Detection, Tracking with WebApps (13$):

📕 Learn LangChain: Build #22 LLM Apps using OpenAI & Llama 2 (14$):

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📕 Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS (13$):

[wositangaiaiai]

Hello, Muhammad Moin，I am a student of a Chinese university. Your Yolov8+deepsort project has greatly helped me with my graduation thesis. Thank you for your contribution in this field!

[ainulhakimbinfizalsabillah]

Hi, thanks for the great video. i have an issue with pytorch. the code only allow using torch 2.0.1 cpu. and if i install torch 2.0.1 cu118 which is cuda version. it encounter error. is the code didnt implement cuda backend?

[RajendraKusuluri]

hi how do we modify the code to only track person in the video file
is there any option track only person class like yolo v7 had --classes 0 for the person

[Simon-twvf]

Hello, I get following error when trying to install ultralytics. Can you help?

(venv) install ultralytics
ERROR: Could not find a version that satisfies the requirement ultralytics (from versions: none)
ERROR: No matching distribution found for ultralytics

[davidhasiansimatupang]

thanks for the tutorial, its very helpful, but can you make a tutorial video for training custom dataset for detecting and counting vehicle and than the result is also save in csv file

[wbimkpf]

Such an amazing video! What should I do if I want to track an ID and know how long it has been present？Just like issuing some warnings to the terminal or server after the ID appears for more than 60 seconds.

[jiaojiaolou]

Hello, Muhammad Moin, the tracking folder inside the link cannot be found, can I ask you to help me?

[anime_on_data]

i have seen a major chnages in the repo and unable to relate to this video, Moin can you specify some?

[uzairalikhan]

Hello brother! Can I use this for particle tracking by some modification?

[journeyingpalates]

Hello Sir, while. training the model, the value for validation loss, is showing as 0, infinity and 0 for box, classification and dlf loss, how can I get accurate values as training loss

[tsrtzrt]

Hello, I am a Chinese student doing design. Your work has helped me a lot. I would like to ask if this can run on Mac?

[yolov-ibte]

Looking forward for more videos on YOLOv8

[SunEside]

How can I count cars with two diagonal lines not horizontal lines?? please teach my how to do this

[Zinab]

Can I count each vehicle time it took to pass the road?

[michelhenrique]

Nice video! It seems a bit slow, how could you improve the speed?

[sriram-jpxj]

the video is really helpful. a tutorial video deep sort would be really helpful.

[angshumanpandit]

How can i get txt file of tracked objects

[ikadekriyanjudwikaputra_i]

Halo, , can you make vehicle stop detection with Yolo v8 n deepsort?

[chaimacham]

please how can i use this with yolov7 can you explain please