Artificial intelligence has reached a stage where machines are no longer limited to processing text or numerical data. Today, they are expected to interpret the physical world, understand human behavior, and respond to real-time situations. This evolution is powered by one of the most valuable resources in AI development visual data. Among all forms of visual input, video stands out as...