An Open-CV based project which has provided me a proper exposure to Image Processing and Video processing and how to perform operations using Computer Vision. This Project aims that counting number of vehicles from live as well as recorded video files. In most cases, it works accurately. For the remaining cases, we can a make a use of YOLOv3 or v4 or v5 which can serve better in object classification and detection.