Introduction: In today’s data-driven world, the ability to make informed decisions is more critical than ever. Businesses, researchers, and governments all rely on various forms of data to gain insights, improve operations, and understand their environments. While text and numerical data have long been the foundation of analysis, video data collection has emerged as a…