Can somebody please help with my CNN to recognize license plates?

Hi everyone, I'm currently working on a license plate recognition system at my job. The input of the system is the image of a truck and the expected output is a string containing the plate text.

I split the task of recognating the plate system into two subtasks:

1. Detecting the location of the plate in the truck image
2. Reading the text from the cropped image of the plate

I've succesfully created a YOLO model to detect the plate …

cnn computervision image job license recognition split string text truck