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AI-based intelligent gate system

A gate and intelligent technology, which is applied in the direction of individual input/output registers, instruments, biological neural network models, etc., can solve problems such as system failure, instability, and poor recognition effect, and reduce maintenance difficulty and reduce costs. The effect of reducing and improving the recognition rate

Active Publication Date: 2021-01-15
NINGBO DAXIE CHINA MERCHANTS INT TERMINAL CO LTD
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  • Abstract
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  • Claims
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AI Technical Summary

Problems solved by technology

Since the image recognition effect is subject to weather, light, vehicle speed, etc., the recognition effect is poor and unstable
Moreover, due to the large number of sensors, the number of faulty nodes will increase correspondingly, and the system will often fail, so it is necessary to put forward higher requirements for system maintenance.
[0005] Therefore, the traditional OCR image recognition technology cannot identify the attributes on the container and cannot meet the requirements of the smart gate

Method used

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Embodiment Construction

[0028] The technical solutions of the various embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings. Apparently, the described embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments described in the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts are within the protection scope of the present invention.

[0029] Embodiments of the present invention provide an AI-based intelligent gate system, including a camera installed on the gate, the camera is connected to an AI recognition system, and the AI ​​recognition system includes an image analysis system, a truck CNN model system, and a container CNN model system And a character recognition system, and includes the following detection steps:

[0030] S1: The camera shoots the object to pass through the gate in real time and forms a v...

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Abstract

The invention discloses an AI-based intelligent gate system which comprises a camera arranged on a gate, the camera is connected with an AI recognition system, and the AI recognition system comprisesan image analysis system, a container truck CNN model system, a container CNN model system and a character recognition system. AI recognition technology is combined with an original gate system of a wharf, recognition only needs to be triggered through video streams, external sensor devices such as an infrared trigger, a time sequence controller, an RFID and a ground induction coil are not needed,AI recognition is not affected by external factors, recognition can be achieved as long as people can see clearly, only a camera is needed, the cost is reduced, and the maintenance difficulty is correspondingly reduced.

Description

technical field [0001] The invention relates to the technical field of artificial intelligence, in particular to an AI-based intelligent gate system. Background technique [0002] The container terminal is the same collective storage place for containers before boarding and after disembarkation. It is used for loading, unloading, transshipment, storage and handover of heavy or empty containers, and plays a vital role in container transportation. When containers are stacked at ports and wharves, they are usually stacked according to the number of the cargo ship, so as to facilitate uniform shipment. When the vehicles (collecting trucks) transporting containers enter and leave the yard, they all need to pass through the gate of the container terminal. The gate is an important part of the container terminal logistics system. [0003] The current gate system adopts traditional OCR image recognition technology, and needs to install multiple sensors such as camera, infrared trig...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/34G06N3/04G07C9/20
CPCG07C9/20G06V20/10G06V20/40G06V10/267G06N3/045
Inventor 张冉顾卡杰陈文杰
Owner NINGBO DAXIE CHINA MERCHANTS INT TERMINAL CO LTD
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