Interactive behavior recognition method and device, computer equipment and storage medium

Abstract

The invention relates to an interactive behavior recognition method and device, computer equipment and a storage medium. The interactive behavior recognition method comprises the steps of obtaining ato-be-detected image; performing human body posture detection on the to-be-detected image through a preset detection model to obtain human body posture information and hand position information, the detection model being used for performing human body posture detection; tracking the human body posture according to the human body posture information to obtain human body motion trail information; according to the hand position information, performing target tracking on the hand position to obtain a hand region image; performing article identification on the hand region image through a preset classification identification model to obtain an article identification result, the classification identification model being used for performing article identification; and obtaining a first interactionbehavior recognition result according to the human body movement track information and the article recognition result. According to the interactive behavior recognition method, the recognition precision of the interaction behavior can be improved, and better mobility is achieved.

Description

technical field [0001] The present application relates to an interactive behavior recognition method, device, computer equipment and storage medium. Background technique [0002] With the development of science and technology, unmanned vending technology has been increasingly praised by major retailers. This technology realizes unmanned settlement by using various intelligent identification technologies such as sensors, image analysis, and computer vision. Among them, the use of image recognition technology to perceive the relative position between people and the shelf and the movement of goods on the shelf, and to recognize the interactive behavior of people and goods is an important prerequisite for ensuring the normal settlement and consumption of customers. [0003] However, existing human-product interaction behavior recognition methods usually use templates and rule matching, and the definition of templates and the formulation of rules require a lot of human labor, and...

AI Technical Summary

Problems solved by technology

[0003] However, existing human-product interaction behavior recognition methods usually use templates and rule matching, and the definition of templates and the formulation of rules require a lot of human labor, and are often only suitable for the recognition of common human gestures. Poor, and the portability is very weak, it can only be applied to human-material interaction behavior in specific scenarios

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