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

Information processing method and system for improving food detection effect

An information processing method and food detection technology, which are applied in the field of information processing methods and systems for improving food detection results, can solve problems such as complexity, redundancy of food detection data, and energy consumption of detection personnel, so as to achieve accurate data processing methods and improve food quality. Detecting effect and improving work efficiency

Pending Publication Date: 2022-04-29
江苏权正检验检测有限公司
View PDF0 Cites 1 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The embodiment of the present application provides an information processing method and system to improve the food detection effect, which solves the problem of redundant and complicated food detection data in the prior art, which takes a long time to process data information and consumes most of the energy of the detection personnel. The ability of comprehensive information analysis is poor, resulting in the existing information processing methods reducing the efficiency of food testing work, leading to technical problems of poor food testing results

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
  • Information processing method and system for improving food detection effect
  • Information processing method and system for improving food detection effect
  • Information processing method and system for improving food detection effect

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0028] like figure 1 As shown, the embodiment of the present application provides an information processing method for improving the food detection effect, wherein the method includes:

[0029] S100: Obtain a food testing data set through big data, and the food testing data set includes testing data information of various foods;

[0030] S200: Perform normalized preprocessing on the food testing data set to obtain standard food testing data information;

[0031]Specifically, due to different sampling locations, testing items and testing subjects, food testing often conducts multiple testing of the same food, and based on the use of digital office and advanced testing equipment, a large amount of testing data has been accumulated and stored in the computer. Some testing subjects, such as testing institutions, will publish the test results on the Internet. Therefore, food testing data sets can be obtained through big data. In other words, food testing data sets can be, but not...

Embodiment 2

[0076] Based on the same inventive concept as an information processing method for improving the food detection effect in the foregoing embodiment, such as Image 6 As shown, the embodiment of the present application provides an information processing system to improve the effect of food detection, wherein the system includes:

[0077] A first obtaining unit 11, the first obtaining unit 11 is used to obtain a food detection data set through big data, and the food detection data set includes detection data information of various types of food;

[0078] A second obtaining unit 12, the second obtaining unit 12 is used to perform normalized preprocessing on the food detection data set to obtain standard food detection data information;

[0079] A third obtaining unit 13, the third obtaining unit 13 is used to perform cluster learning on the standard food detection data information through a Gaussian mixture model, and obtain a cluster detection data set;

[0080] A fourth obtaini...

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 provides an information processing method and system for improving a food detection effect, and the method comprises the steps: obtaining a food detection data set; performing normalization preprocessing to obtain standard food detection data information; performing clustering learning through a Gaussian mixture model to obtain a clustering detection data set; obtaining a marked training detection data set; performing support vector machine model training to obtain a food substandard detection model; performing quality detection to obtain first food detection data information, and performing standardization processing to obtain first standard food detection data information; and obtaining first output information, wherein the first output information comprises a first substandard food detection and classification result. The technical problems that in the prior art, food detection data are redundant and complicated, data information processing consumes long time, most of energy of detection personnel is consumed, the comprehensive analysis capacity of detection information is poor, the efficiency of food detection work is reduced through an existing information processing method, and the food detection effect is poor are solved.

Description

technical field [0001] The invention relates to the field of food detection, in particular to an information processing method and system for improving the effect of food detection. Background technique [0002] With the gradual improvement of the quality of life, food safety and food health have increasingly attracted consumers' attention. Therefore, the food hygiene supervision department should strengthen management and improve various systems to control food safety issues. At the same time, it is necessary to strengthen food testing to provide guarantee for food safety. As a means of supervising food quality, food inspection and testing, the efficiency and accuracy of food inspection are crucial to food inspection. To comprehensively improve food safety inspection capabilities, it is necessary to enhance the accuracy and efficiency of each key link in the inspection work. [0003] However, in the process of realizing the technical solution of the invention of the embod...

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
IPC IPC(8): G06K9/62
CPCG06F18/23213G06F18/24
Inventor 张荣荣曹玉朋王美英任再琴陆斌陆艳
Owner 江苏权正检验检测有限公司