Deep learning for fabric defect detection

• المؤلف الرئيسي: Nangia, Saniya
• مؤلفون آخرون: Zheng Jianmin
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Deep learning; Ensemble models; Computer vision; Defect detection
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175318

Defects occur in the fabric production process due to machine-related errors or system faults. Deep learning solutions can be employed to increase the frequency and accuracy of detection, while reducing the time, cost and labour involved in textile manufacturing. While traditional models like convol...