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Live poultry detection method and device based on machine learning, equipment and readable medium

A technology of machine learning and machine learning models, applied in the field of poultry live detection, can solve problems such as high operating costs, failure to achieve poultry detection and management, and low accuracy

Inactive Publication Date: 2020-02-07
深圳市德孚力奥科技有限公司
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  • Abstract
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  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In the prior art, the detection and identification of live poultry in the above-mentioned scenarios is generally carried out by traditional human experts for visual identification and counting. The cost of implementation and operation is very high, and the accuracy of detection and detection is relatively high. Low, unable to meet the requirements for poultry inspection and management

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  • Live poultry detection method and device based on machine learning, equipment and readable medium
  • Live poultry detection method and device based on machine learning, equipment and readable medium
  • Live poultry detection method and device based on machine learning, equipment and readable medium

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Embodiment Construction

[0032] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0033] The present invention proposes a live poultry detection method based on machine learning. In one embodiment, the present invention can be based on a terminal device such as a mobile phone, a computer terminal device such as a PC, or a live poultry detection system including an acquisition module and a processing module .

[0034] refer to figure 1 , the embodiment of the present invention provides a live poultry detection method based on machine learning. ...

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Abstract

The embodiment of the invention discloses a live poultry detection method based on machine learning. The live poultry detection method comprises the steps: obtaining target detection data corresponding to a to-be-detected region, and enabling the target detection data to comprise at least two of a target infrared image, a target RGB image and target sound data; inputting the target detection datainto a preset machine learning model, and obtaining an output result of the machine learning model; and determining target live poultry information corresponding to the to-be-detected area according to the output result. According to the live poultry detection method, the efficiency and accuracy of live poultry detection are improved.

Description

technical field [0001] The present invention relates to the technical field of live poultry detection, in particular to a machine learning-based live poultry detection method, device, equipment and readable medium. Background technique [0002] As important economic species, poultry including chickens, ducks, geese, pigeons, etc. have played an important role in various modern life scenes. In scenarios such as poultry farming, ecological monitoring projects, and animal protection projects, it is necessary to detect possible live poultry within the target range and identify the types of poultry bodies that exist in order to estimate the specific number of various poultry. Statistics, so as to carry out further management and utilization of poultry resources based on the identification and statistical results. [0003] In the prior art, the detection and identification of live poultry in the above-mentioned scenarios is generally carried out by traditional human experts for v...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06T7/60G06K9/62G01J5/00G01B11/24
CPCG06T7/0002G06T7/60G01J5/0025G01J5/00G01B11/24G06T2207/10004G06T2207/10024G06T2207/10048G06T2207/20081G01J2005/0077G06F18/241
Inventor 刘超
Owner 深圳市德孚力奥科技有限公司
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