Object recognition method, apparatus, computer device and storage medium

Abstract

This application provides an object recognition method, apparatus, computer device, and storage medium. The method includes: acquiring a target object image containing an object to be identified; performing masking processing on the target object image using an object detection bounding box of the object to be identified to obtain a pseudo-mask image of the target object image; performing feature extraction processing on the pseudo-mask image to obtain a pseudo-mask feature map; the feature value of any pixel in the pseudo-mask feature map is used to indicate the importance of the pixel in the target object image; generating a target fusion feature vector based on the pseudo-mask feature map and the target object image; and performing category recognition on the object to be identified based on the target fusion feature vector to obtain a category recognition result. By using the pseudo-mask image of the object image, the region where the object is located in the object image can be focused on, thereby more accurately identifying the category of the object in the object image.

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