HUMAN BODY ATTRIBUTE RECOGNITION METHOD AND APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM

摘要

Disclosed in the embodiments of the present application are a human body attribute recognition method and apparatus, an electronic device and a storage medium. The human body attribute recognition method is executed by the electronic device, and comprises: acquiring a human body image sample comprising a plurality of detection regions, the detection regions being labelled with real values of human body attributes; generating a thermal image of the human body image sample and a thermal image of a region to be detected by means of a recognition model so as to obtain a global thermal image and a local thermal image corresponding to the human body image sample; fusing the global thermal image and the local thermal image, and performing human body attribute recognition on the fused image to obtain predicted values of the human body attributes of the human body image sample; determining a region of interest for each type of human body attribute according to the global thermal image and the local thermal image; correcting the recognition model by using the regions of interest, the real values of the human body attributes and the predicted values of the human body attributes; and on the basis of the corrected recognition model, performing human body attribute recognition on an image to be recognized.