Real-Time Helmet Detection and Number Plate Extraction Using Computer Vision
Helmet and License Plate Recognition using Machine Learning, this project will detect helmet and license plate detection and if rider is not wearing helmet, then it will fetch number from the license plate and sent challan on registered email. First user has to browse any input image or video then machine learning model will detect that person is wearing helmet or not, after that it will detect number plate. In second option it will detect without helmet person and model will fetch number from license plate. Once the license plate fetch then it will send an alert message on registered email that person is doing violation.
Project Working Modules of Automatic Number Plate Recognition System using EasyOCR:-
1. Login Module Allows Admin to login into system by providing the credentials
2.Home Screen Allows Admin to select input source such as video or image.
3. Helmet and Rider Detector Use YOLO algorithm to detect rider and helmet and violence identification.
4. Traffic Violence Monitor Shows the end result along with detected violence from input source.
Helmet Detection and Number Plate Recognition using Deep Learning
Software Requirements :-
- Coding Language : Python
- Implementation: Software Framework.
- Operating system : Windows 10 / 11.
- Graphical User Interface : Tkinter
Hardware Requirement:-
- Input Devices : Keyboard, Mouse.
- System : Pentium i3 Processor.
- Hard Disk : 500 GB.
- RAM : 4 GB.
☎️ Contact Us For More Queries:-
📲 Call/WhatsApp: +91-9460060699
🌎 Website: www.techieprojects.com
📺 Instagram: @pythonprojects_
💡 Checkout Related Projects:-
1. Android App:- Click Here
2. Java Projects:- Click Here
3. OpenCV Projects:- Click Here
4. Data Science Projects:- Click Here
5. Data Analytics Projects:- Click Here
5. Deep Learning Projects:- Click Here
6. Cyber Security Projects:- Click Here
7. Machine Learning Projects:- Click Here
8. Image Processing Projects:- Click Here
9. Web Development Projects:- Click Here
10. Game Development Projects:- Click Here
11. Artificial Intelligence Projects:- Click Here
12. Database Management System:- Click Here