Banner ads compose a staple element of online advertising. These rectangular graphics, typically presented at the top of web pages, aim to grab user focus. Memorable messaging and vibrant designs are essential for banner ads' short-lived nature. Their effectiveness can be tracked through conversions. Banner ads take the form of a multitude of form