Visual inspection device, method and system for optical data enhancement and transfer learning

The invention discloses a visual detection device, method and system for optical data enhancement and transfer learning, and belongs to the technical field of optical detection. The display panel is arranged on the mobile platform and is used for displaying the working state of the visual inspection device; the control panel is arranged on the mobile platform and is used for carrying out man-machine interaction on the visual detection device; the communication module is arranged in the mobile platform and communicates with the cloud server; the cloud server is in communication connection with the communication module; the first visual camera and the second visual camera are hinged to the end of the moving platform through camera supports, symmetrically arranged and located on the same horizontal line, and used for collecting images. The method can solve the problems that reliable data collection cannot be carried out on a target area in real time in the prior art, and then iterative optimization cannot be con