This document is a major project report submitted by Vivek Kumar to Rajiv Gandhi Proudyogiki Vishwavidyalaya in partial fulfillment of the requirements for a Bachelor of Engineering degree in Computer Science and Engineering. The report focuses on automatic number plate recognition and was created under the guidance of Professor Anurag Jain of the Department of Computer Science and Engineering at Radha Raman Institute of Technology and Science in Bhopal, India. Vivek Kumar acknowledges and thanks Professor Anurag Jain, Mis. Swati Dongre, Dr. A. K. Sachan, his parents, and God for their support and guidance throughout the project.