棉纺织技术2024，Vol.52Issue(4)：65-69,5.
两种AI测试模型在棉粘胶定量分析中的应用
Application of two AI test models in cotton viscose quantitative analysis
摘要
Abstract
In view of the disadvantages of traditional microscopical determination of fiber content,the application and development of artificial intelligence in the detection field,two artificial intelligence(AI)test models were developed to accurately identify,classify and quantitative analysis the longitudinal and cross-sectional profiles of cotton viscose fibers.Influence of sample preparation factors on the recognition of two kinds of artificial intelligence test models was discussed.The artificial physics method and AI model test results were analyzed and compared.The results showed that the results of the two AI models were basically consistent with those of the artificial microscope,the absolute errors were both within 2.5%and the test efficiency was higherThe artificial test time was reduced from 80 min to 13 min.It is considered that the comprehensive application of the two AI testing models can realize the fast and accurate quantitative detection of cotton viscose blended fiber.关键词
人工智能/测试模型/棉纤维/粘胶纤维/定量检测Key words
artificial intelligence/test model/cotton fiber/viscose fiber/quantitative detection分类
轻工纺织引用本文复制引用
易宏,曹月婵,赵丽..两种AI测试模型在棉粘胶定量分析中的应用[J].棉纺织技术,2024,52(4):65-69,5.基金项目
广州市市场监督管理局项目(2022kj44) （2022kj44）
