Image detection method and device, electronic equipment, and computer readable medium

Abstract

The invention provides an image detection method and device, electronic equipment and a computer readable medium, and relates to the field of image recognition. The method comprises the steps: carrying out the multiscale processing of a to-be-processed image through a target skeleton network, and obtaining a multiscale feature image; processing the multiscale feature image through a first networkbranch based on an anchor and a second network branch which is not based on an anchor to obtain a first processing result and a second processing result, wherein each of the first and second processing results comprises: the position information of a target detection frame and / or the probability that the target detection frame comprises a target object; carrying out the fusion of the first processing result and the second processing result, and determining a target object detection result of the to-be-processed image based on a fusion result. The method solves a technical problem that the conventional image detection technology is lower in detection performances when the conventional image detection technology is used for detecting an image with the large-scale changes.

Description

technical field [0001] The present invention relates to the field of image recognition, in particular to an image detection method, device, electronic equipment and computer readable medium. Background technique [0002] Image detection technology is very basic and crucial for many applications involving face detection technology. For example, face recognition, face beauty, face AR (Augmented Reality, augmented reality technology), etc. In high-resolution images or videos, the scale of faces varies greatly. For example, in a 4K (i.e., 3840×2160) image, the scale of a human face varies greatly, possibly from 10×10 to 2000×2000. Existing image detection techniques are also difficult to handle such large scale changes. [0003] In view of the above problems, effective solutions are proposed. Contents of the invention [0004] In view of this, the object of the present invention is to provide an image detection method, device, electronic equipment and computer-readable med...

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Problems solved by technology

[0004] In view of this, the object of the present invention is to provide an image detection method, device, electronic equipment and computer-readable medium, so as to alleviate the low detection performance of the existing image detection technology when detecting images with large-scale changes. question

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