Visual reasoning involves applying visual rationale, which encompasses interpreting and understanding visual information to address problems and make informed decisions based on observations. This capacity is crucial across numerous fields, such as science, architecture, and art, where examining visual cues can lead to groundbreaking solutions and creative revelations. When judging the beauty of composition, figuring out what data in a graph means, or finding our way around a complicated environment, our visual perception is the essential thing that helps us make decisions. Enhancing our visual reasoning skills significantly improves our ability to draw meaningful conclusions from visual stimuli, elevating our cognitive capabilities. We refer to this procedure as the course of action. It is evident that perception diverges from logical reasoning and does not necessitate the assimilation of the external environment. Consider the example of parallax scrolling, a more ...