Target detection method, electronic equipment and storage medium

Abstract

The invention discloses a target detection method, electronic equipment and a computer readable storage medium. The method comprises the following steps: starting from an initial region of an image to be processed, a convolution kernel slides in the image to be processed at a preset step length to obtain a plurality of regions to be processed, the image to be processed is composed of multiple types of slice pixels, and the distribution conditions of the multiple types of slice pixels in each region to be processed are the same; taking one type of slice pixels as to-be-processed slice pixels, and performing matrix inner product multiplication on the convolution kernel and each to-be-processed region to obtain an inner product result of each to-be-processed region; obtaining a slice image by using the inner product result of all the to-be-processed areas; modifying the category of the to-be-processed slice pixels, and repeatedly executing the steps until each category of slice pixels are traversed to obtain a plurality of slice images; and obtaining a target detection result of the to-be-processed image based on the plurality of slice images. In this way, the precision of target detection can be improved.

Description

technical field [0001] The present application relates to the technical field of image processing, and in particular to a target detection method, electronic equipment, and a computer-readable storage medium. Background technique [0002] In the field of intelligent surveillance, object detection technology plays a vital role. For example, in the construction scene, cameras are deployed on the construction site, images of the construction site are obtained through the cameras, and target detection is performed on the images to manage the safety of the construction site. For another example, in a traffic scene, a camera is deployed on the road, and the road driving image is obtained through the camera, and the target detection is performed on the image, so as to carry out safety management on the road traffic. [0003] However, the existing object detection methods are not accurate enough, and the processing speed is not fast enough. Contents of the invention [0004] The...

AI Technical Summary

Problems solved by technology

[0004] The present application provides a target detection method, electronic equipment, and a computer-readable storage medium, which can solve the problems of insufficient accuracy and insufficient processing speed of existing target detection methods

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