The invention provides a
direct current charging
pile charging method,
system and device based on face recognition and a medium, and belongs to the technical field of charging piles. According to the scheme, the
camera module is installed in the charging
pile, the face image is collected in real time, and the main control module carries out face recognition through the YOLOv4 model. In the charging starting stage, the recognized face features are recorded, the charging
pile is locked, face information is continuously detected during charging, and unlocking is conducted if the face information is matched with the face information. After charging is finished, charging is stopped, and unlocking is conducted. In addition, a charging abnormity detection function is introduced in the scheme, and charging abnormity is monitored in real time and
processing measures are taken by collecting BMS and CCS data of the
electric vehicle. Meanwhile, a
face detection algorithm is optimized, an improved CSPDarkNet-53 is adopted as a
backbone network, features are extracted through a CSPLayer2Conv
convolution block, a PANet is replaced with an MFPN, and CCAM is introduced to enhance feature attention, so that the accuracy and robustness of the
algorithm are improved, and the safety and convenience of the charging process are improved.