The invention relates to a method, device and equipment for detecting shopping settlement fraud risk behaviors and a medium, and the method comprises the steps: obtaining a plurality of continuous video frames, and detecting a
human body bounding box and a posture key point of a character object in the video frames, thereby obtaining a posture detection result; determining an upper body bounding box according to the
human body bounding box, and tracking the upper body bounding box in a plurality of continuous video frames to obtain a motion track; according to the posture detection result and the motion track, determining whether the character object triggers a shopping behavior through
track analysis and posture analysis, and if the character object triggers the shopping behavior, outputting and storing a detection
record for a shopping behavior triggering event of the character object to obtain a shopping behavior detection result; and under the condition that the shopping behavior detection result represents that a shopping behavior trigger event exists, determining a
wrist area image according to the
wrist key point, performing commodity identification on the
wrist area image through open set target detection, outputting and storing a commodity identification event
record, and obtaining a shopping settlement detection result.