Video analytics is a potent technology with applications in marketing, entertainment, security, and other fields. It is the process of gaining insightful knowledge from video footage. However, there are difficulties in terms of complexity, diversity, and the requirement for accuracy and efficiency due to the massive amount, variety, and velocity of video data. This is the application of big data. Big Data, which is defined by the four Vs: volum