A wind turbine new vision recognition system includes an intelligent analysis unit for analyzing and judging data information, an intelligent service unit for transmitting image data, a remote control platform, a graphics workstation, an intelligent processing unit for processing video files, a router, a video storage unit for storing video information, an intelligent dual-sensor terminal, an intelligent perception terminal, and an intelligent recognition terminal. The intelligent perception dual-sensor terminal, the intelligent perception terminal, and the intelligent recognition terminal are connected to the video storage unit and the intelligent processing unit through fiber optic and router.