Bike Helmet Detection in Python using YOLO | Full Project Walkthrough + Source Code

[@pyseek]

➡Source Code: pyseek.com/2024/08/bike-helmet-detection-project-in-python/

[@AtharvGaikwad-iu3cv]

Bro can we use webcam for helmet detection

[@pyseek]

@@AtharvGaikwad-iu3cv Yes, you can and it's so easy. Simply mention '0', '1', or whatever the index number inside the braces: "cv2.VideoCapture()".

[@AtharvGaikwad-iu3cv]

@pyseek ok thnx

[@AtharvGaikwad-iu3cv]

yolov11 will work here or not

[@pyseek]

Yes, it will work.

[@ece01aarti56]

Runtime is over .....can you please provide the best.pt file

[@navinpakirisamy53]

where I get the last.pt zip file? 7:58

[@ashStar2003]

can we train at 10 epochs? 100 epochs are taking very much time.

[@pyseek]

Yes, you can. But the detection accuracy will be declined significantly.

[@navinpakirisamy53]

@@pyseek brother i tried in google colab the epochs was 100 but its take more time likely 7 to 8 hours . how to reduce the time or fast up the training process . I use a gpu runtime still that training process slow.

[@pyseek]

@@navinpakirisamy53 Use T4 GPU and "epochs=50".

[@Bhaveshkadeval]

please help me for this project

[@kouki3622]

how to fix No labels found in /content/drive/Mydrive/Datasets/BikeHelmet/train/labels.cache

[@ahmermirza6644]

sir i want to make a final year project to this how i can make a web application which can detect the person wearing helemt if the person can not wear helmet then they automatically detect and generate a challan pls help

[@pyseek]

To create a web application for helmet detection, follow these steps: Use Django: Django is a great framework for building web applications in Python. It will help you create a structured, scalable project. Set up two modules: Helmet Detection: Use YOLOv8 to detect if a person is wearing a helmet. License Plate Recognition: If a helmet is not detected, run a module that detects the bike's number plate and saves it to a database for further processing (like generating a challan). Keep in mind that for this project, a high-performance system is recommended to handle the processing load efficiently. Good luck with your project!

[@VIDHYAV-l3z]

where i can get videos

[@pyseek]

Video 1: drive.google.com/file/d/1l4hZt8kTTjZ0Zf7eB6UEXWMZxji1D-fs/view?usp=sharing Video 2: drive.google.com/file/d/1ScmNhN7Zy0ZA7sSU17rZz9dzbeQYPk0r/view?usp=sharing Video 3: drive.google.com/file/d/118-qMrbaPqWYzDcD2DzvLXydnoVgSt1C/view?usp=sharing

[@Bhaveshkadeval]

me ye projcet banana chahta hu meri madad karoge kya

[@pyseek]

Yes, I will. Please let me know how I can help you.

[@Bhaveshkadeval]

​@@pyseek coding

[@pyseek]

@@Bhaveshkadeval pyseek.com/2024/08/bike-helmet-detection-project-in-python/