YOLO-NAS and DeepSORT | Object detection and tracking

Object Tracking Using YOLO-NAS and DeepSORT:
The detections generated by yolo-NAS models pretrained on the COCO dataset, are passed to DeepSORT in order to tracks the objects. It can track any object that your YOLO-NAS model was trained to detect.

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To obtain the tracks or results from the DeepSORT model, you need to call the update() method of the DeepSORT instance with the appropriate inputs (bounding boxes, confidences, and the original image). The update() method will perform object tracking and return the tracks or results.

#computervision #objectdetection #objecttracking #yolonas #yolo-nas #deepsort #yolo

[noorahmadharal]

Dear Aarohi,

I hope this message finds you in good health and high spirits. I wanted to take a moment to express my sincere gratitude for your incredible YouTube channel, Code with Aarohi. Your channel has truly been a beacon of inspiration and knowledge for me as I embark on my journey of learning coding.

[_poojary_rakshita]

Hello mam, in the above code where you are converting bbox co-ordinates from to x, y, w, h and appending them i am getting an error of cannot unpack non-iterable float object . Can you help me with that..

[francescodematteo]

First of all, let me express great appreciation for the content your channel displays. Both theoretical and practical videos are of the highest quality.
I am a happy subscriber. The ones reading should know that it is more than worth subscribing.
I was having some difficulties finding this notebook in your repositories. Is it possible this specific notebook is lacking? Or if I was not attentive enough could you indicate its name in the repositories?
Many thanks for your contributions again.

[dipankarporey]

Hello, your videos are really interesting and helpful. Why don't you start LLM models? After GAN, you just stopped that Generative AI portion. Your explanation in this GenAI field would help to the new begginer. Hope your are all well.

[Anjali-ux]

Hi, I am glad that with the help of your video, I am able to make my yolov7 first model. But need help for some errors
, please reply to my mail.

[dharanisharma]

hi aarohi, thank you for the video its really helpful . can you suggest how to reid?

[SVajrapuPrathyusha]

Hello ma'am, I have a doubt regarding the traffic sign detection project done by YOLO v3. Could you please provide guidance on how to train the model? It wasn't explained in the video, I believe. If possible, could you recommend any reference videos that demonstrate the process of training the model to obtain the weights files? Your prompt response would greatly assist me in completing my project on traffic sign detection. I assure you that I will express my gratitude by increasing your subscriber count🥰😍. Thank you in advance!😊

[physikerx]

Mam i have to prepare a dataset for training yolov8 i have images in which targets are located these targets are of 13 different types of polygons containing 36 Alphanumeric characters and both the polygon and the alphanumeric characters have their own color 9 colors are allowed so thats almost 37000 combination id have to annotate them manually is there a way to annotate them easily??

[kaushambichandel]

Please make videos on Graph Neural Networks..

[avstankdank]

Hi, nice vid thanks. Is that pre-trained weights file for the tracker available somewhere?

[kvishnu]

Hello Madam, I have a doubt regarding custom data trained yolo mode . I have trained yolo7 model as you guided in past videos and i trained it succesfully but when i test i manually for a image or video it is not performing anything (its not making any boundaries).Its just returns the same image which i have given(ps: my project is people drowning detection in swimming pool ).Please reply fast madam and would be better if i can contact you on any social media .Thankyou madam

[olivierbeauve]

Very good video ! Is the code you used accessible ? Thank you :)