vloggers often find themselves in a challenging dilemma: despite the effort spent crafting captivating content, their videos struggle to gain viewership. This disappointing performance can often be attributed to a single culprit—video thumbnails that struggle to capture interest. In the competitive landscape of internet video, a weak thumbnail can