Unlock instant, AI-driven research and patent intelligence for your innovation.

Sow delivery intelligent monitoring system based on cloud-side cooperation

A technology for sows and farrowing crates, applied in the field of precision livestock and poultry breeding, can solve the problem of non-contact monitoring of sow farrowing behavior, which is not reported, and achieve the effects of avoiding data leakage, reducing pressure, and improving management efficiency.

Active Publication Date: 2022-06-28
NANJING AGRICULTURAL UNIVERSITY
View PDF12 Cites 1 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

There is no report on the non-contact monitoring of sows' farrowing behavior using deep learning methods based on cloud-edge collaboration

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Sow delivery intelligent monitoring system based on cloud-side cooperation
  • Sow delivery intelligent monitoring system based on cloud-side cooperation
  • Sow delivery intelligent monitoring system based on cloud-side cooperation

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0057] Below in conjunction with embodiment, the present invention is further described, but protection scope of the present invention is not limited to this:

[0058] figure 1 A schematic flowchart of an intelligent monitoring system for sow farrowing based on cloud-edge collaboration provided by the embodiment of the present invention, the system includes five core modules: a data acquisition module, a data preprocessing module, a sow farrowing monitoring module, model optimization and Deployment module and data storage and visualization module, the structure diagram is as follows figure 2 shown.

[0059] Data acquisition module: The data acquisition system is mainly composed of cameras, network hard disk recorders, switches and local servers, such as image 3 shown. 2.2m above each limit bar is equipped with a Hikvision infrared camera (DS-2CD3346WD-I) with a resolution of 2560 pixels × 1440 pixels. Each camera needs a network cable for power supply and data transmissio...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses a sow delivery intelligent monitoring system based on cloud-side cooperation. The system comprises a data acquisition module; a data preprocessing module; the sow delivery monitoring module is used for monitoring sow postures and piglet targets on the basis of a lightweight target detection model; the model optimization and deployment module is used for quantifying the trained model to achieve the purposes of reducing the calculation amount and reducing the power consumption of equipment, and deploying the accelerated model to Jetson Nano embedded equipment; and the data storage and visualization module is used for calculating the sow posture conversion frequency and the number of piglets at the edge end, transmitting text information into a cloud server for storage, and performing visual management on the sow delivery behaviors in the perinatal period and the lactation period in a PC end / mobile terminal form. A low-cost system which is easy to install and convenient to operate is formed, the system can serve most breeding personnel, and the management efficiency is improved.

Description

technical field [0001] The invention belongs to the field of precise breeding of livestock and poultry, and relates to computer vision technology, convolutional neural network algorithm, image processing technology, edge technology and network transmission technology, and specifically relates to a research on a sow parturition monitoring system based on cloud-edge collaboration. Background technique [0002] With the advent of the era of artificial intelligence, the concept of breeding has undergone fundamental changes, and the technology of pig breeding is developing towards large-scale, intensive and automated development. Studies have shown that there are many technologies that can be used to monitor the physiology, behavior and environment of sows in the perinatal period, such as the Internet of Things, cloud computing, big data service platforms, etc. The software developed to monitor the entire perinatal period of sows, and send out an alarm to remind the breeder befor...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Applications(China)
IPC IPC(8): G06V20/40G06V10/764G06V10/82G06K9/62G06N3/04G06N3/08G06N5/04G06F9/50A01K29/00A01K45/00
CPCG06N3/08G06N5/04G06F9/5072A01K29/005A01K45/00G06N3/045G06F18/2414
Inventor 刘龙申舒翠霓沈明霞赵茹茜姚文李波张博戴苏阳
Owner NANJING AGRICULTURAL UNIVERSITY