In this blog I have conducted the task to detect number plate of a vehicle and with the use of RTO API, will be printing the vehicle details.
- Used OpenCV and Matplotlib to read the image and plot it on a chart
2. Used bilateral filter of OpenCV module to reduce noise and detect edges using canny
3. Finding the edges of the number plate
4. Masking the remaining part of vehicle and highlighting the number plate only
5. Cropping the whole image down to only the number plate
6. Using EasyOCR extracting the Text from the number plate
Here we can see the results printed and the vehicle number is properly detected
7. Extracting only the vehicle number
Now to find the Vehicle details we need a API
- We are using regcheck.org.uk API
- Create a Webserver with a front end and back end
- And make a GET request to above API
Thank you
