Image recognition method and apparatus, device, and computer storage medium

An image recognition apparatus, comprising:

• at least one processor;
• and
• a memory communicatively connected to the at least one processor, wherein
• the memory stores instructions executable by the at least one processor, the instructions are executed by the at least one processor to enable the at least one processor to:
• perform five-sense-organ recognition on a preprocessed human face image and mark positions of the human facial five sense organs in the human face image, to obtain a marked human face image;
• determine human face images at different scales of the marked human face image, input the human face images of multiple scales into a backbone network model, and performing feature extraction, to obtain a wrinkle feature of the human face image at each of the multiple scales;
• and
• fuse the wrinkle feature at each scale that is located in a same area of the human face image, to obtain a wrinkle recognition result of the human face image.

A non-transitory computer-readable storage medium for storing computer instructions, wherein the computer instructions, when executed by a computer, cause the computer to:

• perform five-sense-organ recognition on a preprocessed human face image and mark positions of the human facial five sense organs in the human face image, to obtain a marked human face image;
• determine human face images at multiple scales of the marked human face image, input the human face images of multiple scales into a backbone network model, and perform feature extraction, to obtain a wrinkle feature of the human face image at each of the multiple scales;
• and
• fuse the wrinkle feature at each scale that is located in a same area of the human face image, to obtain a wrinkle recognition result of the human face image.