The present application relates to an interaction behavior recognition method, an apparatus, a computer device, and a storage medium. Said method comprises: acquiring an image to be detected; performing human body posture detection on said image by means of a preset detection model, so as to obtain human body posture information and hand position information, the detection model being used for performing human body posture detection; tracking a human body posture according to the human body posture information, so as to obtain human body motion trajectory information; performing object tracking on a hand position according to the hand position information, and acquiring a hand area image; performing item recognition on the hand area image by means of a preset classification recognition model, so as to obtain an item recognition result, the classification recognition model being used for performing item recognition; and according to the human body motion trajectory information and the item recognition result, obtaining a first interaction behavior recognition result. The present method can improve the recognition accuracy of interaction behaviors, and has a good transportability.
INTERACTIVE BEHAVIOR RECOGNIZING METHOD, DEVICE, COMPUTER EQUIPMENT AND STORAGE MEDIUM