Mining is an important pillar industry of the national economy, as well as a high-risk, high-energy consumption, and high-pollution industry. In order to improve the safety, efficiency, and environmental protection of mines, and achieve the digitalization, intelligence, and greening of mines, the mining CCTV project came into being. The mining CCTV project refers to the use of closed-circuit television (CCTV) technology to monitor and analyze the production, safety, and environmental conditions of mines in real time, and realize an intelligent system that comprehensively perceives, interconnects, analyzes, decides, learns, predicts, and collaborates with mines. The main objectives of the mining CCTV project are: Through the CCTV system, monitor the production parameters of the mine in real time, such as ore grade, output, equipment operation status, etc., and provide data support for the production management and optimization of the mine. Through the CCTV system, monitor the safety conditions of the mine in real time, such as mine ventilation, gas concentration, fire warning, etc., and provide information support for the safety prevention and emergency disposal of the mine. Through the CCTV system, monitor