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Platform use state and vehicle loading and unloading state identification method, device and equipment

A recognition method and state technology, applied in the field of image recognition, can solve problems such as low efficiency and high cost, and achieve the effects of improving detection accuracy, improving efficiency and saving costs

Pending Publication Date: 2021-01-22
SHANGHAI ZHONGTONGJI NETWORK TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] This application provides a method, device and equipment for identifying platform use status and vehicle loading and unloading status, so as to solve the problems of low efficiency and high cost in traditional methods of monitoring and managing platform usage and vehicle loading and unloading status

Method used

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  • Platform use state and vehicle loading and unloading state identification method, device and equipment
  • Platform use state and vehicle loading and unloading state identification method, device and equipment
  • Platform use state and vehicle loading and unloading state identification method, device and equipment

Examples

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Embodiment

[0060] refer tofigure 1 , figure 1 This is a schematic flowchart of a method for identifying a platform use state and a vehicle loading and unloading state according to an embodiment of the present application. During specific implementation, the method can be implemented based on software, hardware or a combination of the two, that is, executed by a smart device including software, hardware and their combination.

[0061] like figure 1 As shown, the method includes at least the following steps:

[0062] S101: Acquire a surveillance video, and extract a single-frame original image from the surveillance video; the surveillance object of the surveillance video includes a freight car door at a platform position;

[0063] Specifically, in practical applications, because the site will be equipped with cameras to monitor each platform and nearby scenes for safety reasons, the application can directly obtain the original surveillance video (as long as the truck compartment at the p...

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Abstract

The invention relates to a platform use state and vehicle loading and unloading state identification method, device and equipment. The method comprises the steps of: obtaining a monitoring video, andextracting a single-frame original image from the monitoring video; preprocessing the original image to obtain a preprocessed image; inputting the preprocessed image into a pre-trained cargo compartment door detection model to obtain a detection result; and determining and outputting the platform use state and the vehicle loading and unloading state at the current moment based on the detection result. Through the arrangement, compared with a traditional manual method, the labor cost can be effectively saved, and the efficiency is greatly improved; compared with a method for detecting the platform by using sensors such as ultrasonic waves or infrared rays, the method has the advantages that the existing monitoring camera can be directly utilized, additional equipment does not need to be arranged, and the structures of the platform and the vehicle do not need to be modified, so that the cost can be saved; in addition, through a neural network algorithm, the detection precision can be greatly improved.

Description

technical field [0001] The present application relates to the technical field of image recognition, and in particular, to a method, device and device for identifying the status of platform use and the status of vehicle loading and unloading. Background technique [0002] With the rapid development of the current express logistics industry and the continuous innovation of enterprise management, logistics enterprises urgently need to carry out refined management of platform usage and vehicle loading and unloading. [0003] In the operation process of the logistics center, the loading and unloading operation of trucks in front of the platform is a very critical part. In order to manage the use of the platform and the loading and unloading process of the vehicle in a unified manner, the logistics enterprise needs to record the idle state of each platform and the loading and unloading of vehicles. Details of the status of the shipment. [0004] In the solutions of the prior art,...

Claims

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Application Information

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IPC IPC(8): G06Q10/06G06Q10/08G06K9/00G06N3/04
CPCG06Q10/0631G06Q10/083G06V20/40G06V20/52G06N3/045
Inventor 伍奕东
Owner SHANGHAI ZHONGTONGJI NETWORK TECH CO LTD