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Inspected article detection method and device and electronic equipment

An item detection and item technology, applied in the field of image recognition, can solve problems such as low efficiency and insufficient accuracy, and achieve the effect of improving the baseline, reducing parameters, and solving the problem of inaccurate positioning.

Pending Publication Date: 2022-05-24
长沙海信智能系统研究院有限公司
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  • Description
  • Claims
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AI Technical Summary

Problems solved by technology

[0003] The embodiment of the present invention provides a method, device and electronic equipment for inspecting items, which are used to improve the problems of low efficiency and insufficient accuracy in the detection of items by port staff using manual or traditional intelligent detection methods in the prior art

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  • Inspected article detection method and device and electronic equipment
  • Inspected article detection method and device and electronic equipment
  • Inspected article detection method and device and electronic equipment

Examples

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Embodiment Construction

[0047]Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments, however, can be embodied in various forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the concept of example embodiments to those skilled in the art.

[0048] Furthermore, the described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of the embodiments of the present disclosure. However, those skilled in the art will appreciate that the technical solutions of the present disclosure may be practiced without one or more of the specific details, or other methods, components, devices, steps, etc. may be employed. In other instances, well-known me...

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Abstract

The invention provides an article inspection detection method and device and electronic equipment. The method comprises the following steps: shooting a plurality of inspection objects which are dispersedly placed in a view area to obtain a first image; analyzing the first image by using a trained article detection model to obtain a rotation coordinate of each inspection article in the first image, the rotation coordinate being capable of reflecting a placement angle of each inspection article; a result image is drawn and displayed according to the rotation coordinates of all the inspected objects; cutting out the image of each inspection object from the result image; the article detection model is a neural network model with a BotNet network structure, and the BotNet network structure is applied to an article detection checking task, so that parameters can be reduced while a baseline is improved, and time delay is minimized; the rotating coordinates are introduced into an object inspection detection task, and the problems that large-area invalid background noise exists and accurate positioning cannot be achieved in a conventional target detection algorithm can be solved.

Description

technical field [0001] The present invention relates to the technical field of image recognition, and in particular, to a detection method, device and electronic equipment for inspection items. Background technique [0002] With the development of the economy, the number of international flights has increased year by year, and the customs department is still conducting random inspections on the luggage and articles at the port. Spot checks are usually carried out based on the experience of the staff, which is difficult and inefficient, and cannot check every piece of luggage arriving at the port. In order to improve the service level and work efficiency of the airport and create a safe, efficient and convenient airport operation environment, especially the intelligent customs and intelligent port operation modes with the help of artificial intelligence have become a new development trend, but the current intelligent detection There are still many deficiencies in the solutio...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06V10/774G06V10/82G06V10/26G06N3/04G06N3/08G06K9/62
CPCG06N3/08G06N3/048G06N3/045G06F18/214
Inventor 卢月红张建安闾凡兵
Owner 长沙海信智能系统研究院有限公司
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