Back to Search
Start Over
Design of tourism package with paper and the detection and recognition of surface defects – taking the paper package of red wine as an example
- Source :
- Journal of Intelligent Systems, Vol 30, Iss 1, Pp 720-727 (2021)
- Publication Year :
- 2021
- Publisher :
- Walter de Gruyter GmbH, 2021.
-
Abstract
- In the tourism industry, the sales of local specialties is an important part, and the package design and integrity of the specialties are very important. This paper first introduced the support vector machine (SVM) algorithm that was used for detecting defects on the surface of paper packages. Then, the design of red wind packages was briefly described, and the simulation experiment was carried out on SVM algorithm using red wine packages with different degrees of surface defects. Proper parameters were tested using the k-fold cross-validation method. The results demonstrated that the properties of paper improved the value of packages and the SVM algorithm had better accuracy than artificial recognition in recognizing different degrees of defects on the surface of packages. In conclusion, this paper describes the application of paper in packages and provides an effective method for the defection of defects on the surface of packages. This study provides an effective references to the improvement of package values and the enhancement of package integrity.
- Subjects :
- Surface (mathematics)
Wine
Computer science
paper
Science
020208 electrical & electronic engineering
010401 analytical chemistry
detection
QA75.5-76.95
02 engineering and technology
01 natural sciences
surface defects
Manufacturing engineering
0104 chemical sciences
Artificial Intelligence
tourism package
Electronic computers. Computer science
0202 electrical engineering, electronic engineering, information engineering
Software
Tourism
Information Systems
Subjects
Details
- ISSN :
- 2191026X
- Volume :
- 30
- Database :
- OpenAIRE
- Journal :
- Journal of Intelligent Systems
- Accession number :
- edsair.doi.dedup.....85dfdb5ff5650c13d04cc47b913d03d6