Banner ads compose a cornerstone element of online advertising. These rectangular images, typically displayed at the side of web pages, seek to grab user attention. Concise messaging and eye-catching designs play a crucial role for banner ads' fleeting nature. Their influence can be evaluated through click-through rates. Banner ads exist in a dive