印染助剂2024，Vol.41Issue(8)：17-21,5.
人工智能在纺织品检测领域的应用
Application of artificial intelligence in textile inspection
摘要
Abstract
The application of artificial intelligence in the detection of textiles was introduced,which mainly included fiber composition analysis,evaluation of the smoothness of textiles,detection of dimensional change rate of fabrics,detection of fabric density,detection of odors,defects,total bacterial count in textiles,and de-tection of the anti-pilling and anti-shedding performance of fabrics.It also pointed out the current issues in ar-tificial intelligence detection technology,such as the accuracy of feature recognition and result prediction,the imperfection of databases and standard systems,the complexity of artificial intelligence algorithms,high hard-ware requirements,the consistency between subjective and objective evaluations,and the scalability and flexi-bility of the system.In the field of textile detection,the application of artificial intelligence technology would be an inevitable development trend.It not only changed the traditional detection methods but also greatly im-proved the efficiency and accuracy of detection.关键词
纺织品检测/人工智能/图像分析/自动化/算法Key words
textile inspection/artificial intelligence/image analysis/automation/algorithm分类
轻工业引用本文复制引用
费娅绯,赵雨薇,王维璐,袁志磊,冯炜辰,张薇薇..人工智能在纺织品检测领域的应用[J].印染助剂,2024,41(8):17-21,5.基金项目
海关总署创新高地科研项目(2024HK064) （2024HK064）
