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Farmland biological behavior monitoring and analyzing method, device and equipment based on video stream

An analysis method and video streaming technology, applied in neural learning methods, biological neural network models, character and pattern recognition, etc., can solve the problems of low efficiency of management and control, high labor costs, etc., to improve efficiency, reduce labor costs, reduce The Effect of Human Engagement

Pending Publication Date: 2022-04-26
AGRICULTURAL BANK OF CHINA
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The existing method is mainly to arrange workers to inspect the farmland regularly, which requires relatively high labor costs and relatively low control efficiency

Method used

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  • Farmland biological behavior monitoring and analyzing method, device and equipment based on video stream
  • Farmland biological behavior monitoring and analyzing method, device and equipment based on video stream
  • Farmland biological behavior monitoring and analyzing method, device and equipment based on video stream

Examples

Experimental program
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Effect test

Embodiment 1

[0040] figure 1 It is a flow chart of a method for monitoring and analyzing agricultural land biological behavior based on video streams provided in Embodiment 1 of the present invention. This embodiment can be applied to the agricultural safety processing platform to realize the intelligentization and monitoring of agricultural land biological behavior. A method for efficient supervision, the method can be executed by a device for monitoring and analyzing agricultural land biological behavior based on video streams, the device can be implemented by software and / or hardware, and the device can be configured in the server of the processing platform, refer to figure 1 , including the following steps:

[0041] Step 110, obtaining farmland monitoring video stream data;

[0042] Specifically, the agricultural land monitoring video stream data can be obtained by receiving the monitoring video stream output from devices such as cameras installed in agricultural and animal husbandry ...

Embodiment 2

[0058] figure 2 It is a flowchart of a method for monitoring and analyzing agricultural land biological behavior based on video streams provided in Embodiment 2 of the present invention, image 3 It is a schematic structural diagram of a bounding box of a target organism provided in Embodiment 2 of the present invention, Figure 4 It is a schematic structural diagram of a target biological behavior trajectory provided in Embodiment 2 of the present invention. On the basis of the first embodiment above, optionally, refer to figure 2 , the method specifically includes the following steps:

[0059] Step 210, obtaining farmland monitoring video stream data;

[0060] Step 220, using a target detection algorithm to determine the category and association relationship of each target creature in the preceding and following video frames;

[0061] Wherein, the agricultural land monitoring video stream data includes multiple video frames, and the multiple video frames are switched a...

Embodiment 3

[0091] Figure 5 It is a structural block diagram of a video stream-based agricultural land biological behavior monitoring and analysis device provided in Embodiment 3 of the present invention. refer to Figure 5 , the video stream-based agricultural land biological behavior monitoring and analysis device 100 includes:

[0092] Video stream data acquisition module 10, used to obtain agricultural land monitoring video stream data;

[0093] Category and behavior track determining module 20, for determining the category and behavior track of each target creature in the video stream according to the farmland monitoring video stream data;

[0094] Hazard determination module 30, for determining whether each target organism is harmful to agricultural production based on the category and behavior track of each target organism;

[0095] The warning information generation module 40 is used to generate corresponding warning information if the target organism is harmful to agricultura...

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Abstract

The embodiment of the invention discloses a video stream-based farmland biological behavior monitoring and analysis method, device and equipment. The farmland biological behavior monitoring and analysis method based on the video stream comprises the following steps: acquiring farmland monitoring video stream data; determining the category and behavior track of each target organism in the video stream according to the farmland monitoring video stream data; determining whether each target organism is harmful to agricultural production based on the category and behavior trajectory of each target organism; and if the target organism is harmful to agricultural production, corresponding alarm information is generated and sent to a user for confirmation and storage. According to the method, farmland monitoring video stream data is adopted as a data source, the category and behavior track of a target organism in a vision field range are identified and analyzed to judge that the target organism causes harmfulness to agricultural production, and if certain harm is generated, alarm information is generated to inform related users. The intelligent supervision of the farmland is realized, the manual labor cost is reduced, and the supervision efficiency is improved.

Description

technical field [0001] The embodiments of the present invention relate to the technical field of agricultural and animal husbandry production safety management and control, and in particular to a method, device and equipment for monitoring and analyzing biological behavior in agricultural land based on video streams. Background technique [0002] Animals often infeste farmland, which can cause damage to agricultural production to a certain extent. For example, wild boars, bears, badgers, tigers and other animals entering farmland will destroy crops and affect agricultural production. Therefore, it is necessary to supervise the environmental safety of farmland. [0003] The existing method is mainly to arrange workers to inspect the farmland regularly, which requires relatively high labor costs and relatively low control efficiency. Contents of the invention [0004] The invention provides a method, device and equipment for monitoring and analyzing agricultural land biolo...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06V40/20G06V20/40G06V20/52G06V10/82G06N3/08G08B21/18
CPCG06N3/08G08B21/18
Inventor 易康睿苏新锋孔亮李壮志孔令韬
Owner AGRICULTURAL BANK OF CHINA
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