Number-Plate-Detection-OCR-with-WebApp

License Plate detection and recognition on Number Plates using Pytesseract and Anvil Webserver

Processing the Image

Image is processed with existing model - wpod-net.json and are cropped for the area of interest, i.e. to the size of License plate.

Detection and Recognition of Text from Image

Pytesseract Model is used for training and detecting the exact text from the License Plate image.

Deploying this model to Anvil WebApp

Anvil Webserver is used to deploy this model to the web with free membership.

Anvil private Hosting link - https://RZNK4SZD7CYXKASZ.anvil.app/63RFTQUZPX5PTBMF6LWLDXDE

Errors Encountered for some Images

Some texts were not detected properly for some images -

Sometimes some extra characters were inserted automatically at start and end of License plate number -

Webapp works for almost every image and all credit goes to --

Tesseract!!😂

Made with 💖 by Srijan