@parth
We published a guide on license plate recognition pipeline: A Comprehensive Guide to Building a License Plate Recognition (LPR) Systems. Please see if it helps. It covers most of your questions. However, please note that it does not use LPRnet as it can only detect digits and not letters. So, we use a custom model trained to recognize both digits and letters. Please let me know if you encounter any issues.