With Yolov5, you can achieve a good licence plate detection system, Yolov5 wont be reach the succes to recognite the licence plates itself. After the detection(with Yolov5) you can extract the information from bounding boxes and use it for recognition.
I want to train my custom license plate using Yolov5, but I have a problem.
My problem is that my dataset is separated for each character and I have no idea how to make  annotation file suitable for Yolo which is as follows.
Because what I've seen so far, for triainig, you definitely need the entire license plate, which can be used to label each of the characters.
And my question is, if I train these images, can I achieve a license plate recognition system?
train custom plate recognition using yolo