Piglet milk taking behavior monitoring system based on edge computing

An edge computing and piglet technology, which is applied in the field of piglet feeding behavior monitoring system, can solve problems such as edge equipment cannot continue to work effectively, information security issues, data redundancy, etc., to reduce operating pressure, ensure safety, and reduce economic losses Effect

Pending Publication Date: 2021-02-12
NANJING AGRICULTURAL UNIVERSITY
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The number of large-scale pig farms in my country continues to increase, and the scale of breeding continues to expand. The daily production of pig farm information data will also experience explosive growth. If all data is pr

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  • Piglet milk taking behavior monitoring system based on edge computing
  • Piglet milk taking behavior monitoring system based on edge computing
  • Piglet milk taking behavior monitoring system based on edge computing

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Embodiment Construction

[0063] The present invention will be further described below in conjunction with embodiment, but protection scope of the present invention is not limited to this:

[0064] combine figure 1 , this patent "Monitoring System for Piglet Feeding Behavior Based on Edge Computing" uses yolov4-tiny as the backbone network to build a piglet feeding behavior recognition model, and uses the Jetson nano embedded device as the core processor to develop piglet feeding behavior based on Jetson nano The monitoring platform builds a piglet information collection system under the edge computing mode. It can be used as an efficient, safe and convenient new generation intelligent breeding system. The monitoring system of piglet feeding behavior based on edge computing mainly includes edge computing part, network transmission part, data storage part and data visualization part. The edge computing part consists of a data acquisition module and a data processing module. The data acquisition module...

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Abstract

The invention discloses a piglet milk taking behavior monitoring system based on edge computing. The piglet milk taking behavior monitoring system comprises a piglet milk taking algorithm part, an edge computing part, a network transmission part, a data storage part and a data visualization part. The piglet milk taking algorithm part is a basis for monitoring the piglet milk taking behavior. The edge computing part consists of a data acquisition module and a data processing module, wherein the data acquisition module is used for acquiring real-time video data on a sow obstetric table by usinga camera and transmitting the acquired real-time video data to Jetson nano embedded equipment. The Jetson nano embedded equipment is used for packaging the processed structural data, and using the network transmission part to transmit a processed data result to a local server and a cloud server for storage. The structured data result is cleaned and recombined in the cloud server, and a result is sent to a mobile terminal to be displayed. The system can be used as an efficient, safe and convenient new-generation intelligent breeding system.

Description

technical field [0001] The invention relates to image processing technology, target recognition technology, edge computing technology and network transmission technology, in particular to a piglet feeding behavior monitoring system based on edge computing. Background technique [0002] Cloud computing technology can well solve the contradiction between Internet terminal equipment's thirst for computing resources and its own resource constraints, forming a powerful centralized computing scale benefit, and promoting the rapid development of Internet of Things technology that connects everything. However, fixed transmission methods cannot meet diverse needs, and mobile cloud computing technology emerges as the times require. However, the sharp increase in the number of network terminal devices will lead to problems such as excessive computing pressure in cloud computing centers, high data transmission delays that cannot meet real-time application requirements, and high energy c...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06N3/04G06N3/08G06F16/71G06F16/75H04N7/18H04L29/08G06Q50/02
CPCG06N3/08G06F16/71G06F16/75H04N7/181H04L67/10G06Q50/02G06V40/20G06V20/40G06V2201/07G06N3/045
Inventor 沈明霞丁奇安刘龙申陈佳
Owner NANJING AGRICULTURAL UNIVERSITY
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