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Detection method and device and computer readable storage medium

A detection method and technology for detecting targets, applied in the field of detection, can solve the problem of lack of relative position constraints between the second type frame and the first type frame, and achieve the effect of improving accuracy

Pending Publication Date: 2022-07-22
SENSLAB INC
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The object of the present invention is to provide a detection method, equipment and computer-readable storage medium, which solves the problem of the lack of relative position constraints between the second type of frame and the first type of frame, and improves the relative position of the second type of frame and the first type of frame. location accuracy

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  • Detection method and device and computer readable storage medium
  • Detection method and device and computer readable storage medium
  • Detection method and device and computer readable storage medium

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Embodiment Construction

[0059] In order to make the purposes, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below. Obviously, the described embodiments are part of the embodiments of the present invention, but not all of them. example. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention. Unless otherwise defined, technical or scientific terms used herein should have the ordinary meaning as understood by one of ordinary skill in the art to which this invention belongs. As used herein, "comprising" and similar words mean that the elements or things appearing before the word encompass the elements or things recited after the word and their equivalents, but do not exclude other elements or things.

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Abstract

The invention provides a detection method, which comprises the following steps of: classifying and identifying a first type of frame and a second type of frame in a neural network model, and independently limiting the positions of the first type of frame and the second type of frame to obtain the position of the first type of frame and the position of the second type of frame; extracting comprehensive semantic information from the first class frame and the second class frame; judging the inclusion relation of the first type of frame and the second type of frame, and when the inclusion relation of the first type of frame and the second type of frame is judged to be correct, performing data correction to reduce the weight when the relative position is correct, so as to perform constraint limitation on the relative position of the position of the first type of frame and the position of the second type of frame. And the first type of frames are positioned in the second type of frames. The problem that the second type of frames and the first type of frames lack relative position constraints is solved, and the accuracy of the relative positions of the second type of frames and the first type of frames is improved. The invention further provides equipment and a computer readable storage medium.

Description

technical field [0001] The present invention relates to the technical field of detection, and in particular, to a detection method, a device and a computer-readable storage medium. Background technique [0002] In recent years, with the continuous development of intelligent identification technology, intelligent video surveillance has played an increasingly important role in many fields such as security and intelligent transportation. The camera can continuously record all the information within the field of view, but the video generated by the camera is a kind of unstructured data, in which the target can only be viewed visually, and cannot be directly read and recognized by the computer. [0003] Pedestrians are the focus of the video surveillance system. Pedestrian structuring refers to extracting pedestrian-related information from video content, transforming it into machine-understandable information, and further transforming it into intelligence, realizing the transfor...

Claims

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Application Information

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IPC IPC(8): G06V40/10G06V40/16G06V10/22G06V10/764G06V10/82G06K9/62G06N3/04G06N3/08
CPCG06N3/04G06N3/084G06F18/24
Inventor 张旦
Owner SENSLAB INC
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