Intelligent inspection system for cage-rearing chickens

An intelligent inspection and cage technology, applied in image data processing, biological neural network model, induction recording carrier, etc., can solve the analysis and mining of sound information and temperature information, the rise of cage chicken body temperature, accuracy error, etc. problems, to avoid the stress of chickens, reduce interaction, and reduce the cost of modification

Active Publication Date: 2021-08-06
NANJING AGRICULTURAL UNIVERSITY
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Problems solved by technology

This method does not analyze and mine the collected sound information and temperature information, which may cause errors in accuracy. For exam...

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  • Intelligent inspection system for cage-rearing chickens
  • Intelligent inspection system for cage-rearing chickens
  • Intelligent inspection system for cage-rearing chickens

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Embodiment Construction

[0067] The present invention will be further described below in conjunction with embodiment, but protection scope of the present invention is not limited to this:

[0068] combine figure 1 , the caged chicken intelligent inspection system mainly includes inspection robots / mobile devices, edge data acquisition nodes, multi-source feature fusion processing models and visual analysis platforms. The inspection robot / mobile device patrols along the laid magnetic strip through the magnetic navigation sensor, obtains the landmark information through the RFID card reader, realizes fixed-point parking, and uses the lifting platform to control the height of the collection node. The edge data acquisition nodes are installed on inspection robots / mobile devices, including high-definition cameras, thermal infrared cameras, environmental information acquisition nodes and other data acquisition devices, which can obtain various phenotypic information and small environment internal temperature...

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Abstract

The invention discloses an intelligent inspection system for cage-rearing chickens, which comprises an edge data acquisition device, a server and a visual analysis platform, and is characterized in that the edge data acquisition device is used for acquiring image data of the cage-rearing chickens and in-cage environment information and transmitting the image data and the in-cage environment information to the server; the cage-rearing chicken image data comprises RGB images and thermal infrared images, and the in-cage environment information comprises temperature and humidity information and crowding degree information; the server analyzes the image data to obtain the abnormal score of the chicken head and the temperature of the cage-rearing chickens, obtains the inversion temperature of the cage-rearing chickens based on the temperature of the cage-rearing chickens and the in-cage environment information, obtains the comprehensive health evaluation of the cage-rearing chicken based on the abnormal score of the chicken heads and the inversion temperature of the cage-rearing chickens, and issues the comprehensive health evaluation to the visual analysis platform; and the visual analysis platform carries out information display. The invention can quickly and accurately evaluate the individual health condition of the cage-rearing chickens, derives the comprehensive evaluation of the whole cage-rearing chickens, reduces the manual workload, reduces the subjective judgment of people, and improves the working efficiency.

Description

technical field [0001] The invention relates to image processing technology, deep learning technology, automatic control technology and wireless network communication technology, and integrates data collection, intermediate transmission, modular processing and graphic interface display. Background technique [0002] my country's cage chicken mode is still in the exploratory stage in combination with national conditions. Due to the national demand, it continues to become a high-density and high-growth trend. The information collection environment in the breeding field is relatively harsh, with a huge amount of data, various forms, and complicated processing. It is difficult to have one This calculation model can cover the precise monitoring and evaluation needs of caged chickens. Therefore, how to establish a model and achieve precise control based on a large number of information flows with severe interference is an urgent problem to be solved in the research of caged chicken ...

Claims

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Application Information

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IPC IPC(8): G06T7/13G06T7/00G06F30/27G06K7/10G06N3/00G06N3/08
CPCG06T7/13G06T7/0002G06F30/27G06K7/10297G06N3/006G06N3/084G06T2207/10048G06T2207/30242
Inventor 沈明霞陈佳刘龙申丁奇安赵茹茜姚文
Owner NANJING AGRICULTURAL UNIVERSITY
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