Being one of the largest automotive sector, India has produced total volume of vehicle around 22.9 million unit which cause increase in Traffic management and security issues. In order to take care of traffic it’s essential to identify vehicles with their registration plates. License plate recognition technology has helped in Analysis of traffic, improved security for parking area operators and parking lot users, state border control etc. The system represented during this paper use Tensor flow object detection for HSRP plate detection and Google vision OCR API to extract what are character written within the HSRP plate.