Detect a vehicle number plate automatically and in addition to that extract the text and number from the detected number plate image using Optical character recognition(OCR). So it's a combination of both object detection using YOLOv5 and OCR(extract text from images).
For more detailed knowledge about project, read my blog on medium
In the above image, tesseract recognized the number wrongly as 4 for 1. Yes, Character recognition using OCR is not accurate.There is still lot needs to improve on image processing in future.