Target detection method, electronic device and storage medium

Abstract

The application discloses a target detection method, electronic equipment and a computer-readable storage medium. The method includes: starting from the starting area of ​​the image to be processed, making the convolution kernel slide on the image to be processed with a preset step size to obtain multiple areas to be processed, the image to be processed is composed of multiple types of slice pixels, and the multiple types of slice pixels The distribution in each area to be processed is the same; take one of the slice pixels as the slice pixels to be processed, and perform matrix inner product multiplication between the convolution kernel and each area to be processed to obtain the inner product of each area to be processed Result; use the inner product results of all regions to be processed to obtain a slice image; modify the category of slice pixels to be processed, and repeat the above steps until each type of slice pixels is traversed, and multiple slice images are obtained; based on multiple slice images , to get the target detection result of the image to be processed. Through the above manner, the accuracy 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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