The goal of this research is to develop a model for detecting and recognizing number plates as well as detecting speed of vehicles. Maintaining security in the neighborhood is a tough task in the current times. To address this issue, a surveillance system that uses license plate recognition to monitor the visiting vehicles and speed detection to monitor the over speeding vehicles is being presented as the solution. We have compared different model’s performance for detecting and recognizing license plates. The best approach has been chosen and implemented to get results.

Keywords : Vehicle Detection, Number Plate Detection, recognition, Speed Estimation, Yolov5, Tesseract.