The major goal of the project is to develop a fully automated parking system that requires little human interaction. Look for a suitable parking area for automobiles in the well-known metropolitan metropolis. These parking lots are necessary to solve the challenges of rising urban congestion and, as a result, a scarcity of space. The goal of this article is to determine the number of automobiles and the location where they can be found. This study uses terminology like parking space, image processing, system initialization, image acquisition, image segmentation, image enhancement, and image detection.