Personal Protective Equipment Detection using YOLO-NAS

[@muhammadmoinfaisal]

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[@AshishValentineAlex]

Hi friend, I am getting a subprocess error when i am trying to install the packages, I am using python 3.9.x , 3.10.x version and also have installed all packages individually but the error seems to persist can you please help ?

[@joelbhaskarnadar7391]

Superb Work Moin Sir👏🏿

[@muhammadmoinfaisal]

Thanks a lot Joel

[@AshishValentineAlex]

@@muhammadmoinfaisal Hi friend, I am getting a subprocess error when i am trying to install the packages, I am using python 3.9.x , 3.10.x version and also have installed all packages individually but the error seems to persist can you please help ?

[@陽明交大-高明秀]

Great! How to resume to training process if it pauses.

[@sanalmohd-i2i]

🎯 Key points for quick navigation: 🛠️ The tutorial focuses on using YOLO-NAS for detecting Personal Protective Equipment (PPE) by training a model on a specific dataset. 📚 The project is organized into several steps, including package installation, library importation, and model fine-tuning. 🚀 Essential packages like Super Gradients and Roboflow are installed for object detection and dataset management, respectively. 📊 The dataset contains 3,290 images across seven classes, with proper validation and testing splits to ensure balance. 🖼️ During model training, specifics such as image size (640x640) and class naming conventions are emphasized for effective fine-tuning. 🔄 The model achieves an impressive mean average precision of 80.8% after training, indicating effective performance in PPE detection. 🎥 The trained model is tested on demo videos, showing successful detection of various PPE items, including safety vests and helmets. 📈 Future tutorials may explore additional applications of YOLO-NAS, expanding on the fundamental techniques covered. Made with HARPA AI

[@aripjamaludinrumi]

subscribed

[@muhammadmoinfaisal]

Thank You

[@gilangswandaru9014]

The video is very good and helpful. I want to try it, but can I use the same dataset as in the video, but with YOLOV8? Or do you have a Udemy course that I can buy to try the same thing as in the video, but using YoloV8?

[@MESIVAVISAGANRK]

is it possible to integrate this yolo model with raspberi pi and camera module

[@Iswxx]

is it possible to do it real time using camera with this code?

[@Rpp87]

can you give me the dayaset you used in this project as soon as possible..please it is emergency

[@shivamray6689]

Can you provide link of the dataset

[@AshishValentineAlex]

Hi friend i am getting a subprocess error for protobof, I have tried to individually install all packages but the error seems to persist. Can you please help me in this?

[@abdulrasheedabdulmajeed5997]

Can you please do a tutorial video detecting potholes and crack using raspberry pi

[@muhammadmoinfaisal]

Sure, I will try to make one

[@abdulrasheedabdulmajeed5997]

Trying to purchase your course on udemy but my card not working

[@muhammadmoinfaisal]

You can check it again, if you still face the issue, send me an email at [e-mail]