As video becomes the primary medium for communication and data capture, enterprises are amassing video content at an unprecedented rate. Yet, this explosion of visual data has created a significant challenge: the majority of it remains "dark data"—unstructured, unsearchable, and largely untapped. Locating a precise moment within petabytes of foot