Cell control electromechanical device with machine vision

The invention aims to provide a novel cell control electromechanical device suitable for a storage cabinet or a bag storage cabinet, and relates to the field of electronic cabinet control. A motor 1 is connected with a gear set 2; the gear set 2 and the motor 1 are connected with a locking structure combined machine 3; a camera 4 is connected with a control panel 3; and a plurality of sensors 6 are connected with the control panel 5, and detect a mechanical position of the device. The device has an accurate cell empty/full state detection function; the device can work under a relatively small working current peak power index; when encountering resistance, the device can provide relatively large mechanical action strength output, thereby ensuring that mechanical action is completed reliably; the device can have functions of intelligent automatic overcurrent and overload protection and the like; the device only needs few connecting lines, thereby simplifying a requirement for a cable; and the control device has a perfect communication capability, and can perform digitized communication with upper-level equipment without an extra control unit.