Abstract: It is the mainstream trend of the coal industry to improve the management capacity and level of coal mine safety production and promote the safe and high-quality development of the coal industry. The deep integration of AI(artificial intelligence) technology and the coal industry provides new momentum for the coal industry. Based on the analysis of the application of AI intelligent technology, this paper puts forward the overall framework and realization objectives of AI intelligent identification system, establishes the overall solution of INTELLIGENT MINE AI intelligent identification, and designs an AI intelligent analysis platform. The platform, with AI technology as the core, is supported by machine deep learning mathematical model and alarm system. Through machine vision algorithm, real-time analysis of personnel behavior, equipment state, environmental state, non-standard operation and high-risk operation of multiple operation scenarios in coal mine shaft is made, forming software + server intelligent vision application mode. Through machine vision analysis and artificial auxiliary proofreading, the abnormal events can be accurately analyzed, intelligent early warning, real-time tracking, on-site stop and interlock linkage, which has realized the transformation from civil air defense to technical defense, and has guiding significance for improving the coal mine safety production guarantee capacity and exploring the construction of visual and intelligent remote safety management mode