... 2024 24 06 2025 17 11 2025 © Emerald Publishing Limited 2026 Emerald Publishing Limited Licensed re-use rights only Fabric defect detection YOLOv8 Vision transformer (ViT) Transfer learning Basic Public Welfare Research Program of Zhejiang Province LGG19F030011...

... shoulder” combinations). Then, the clustering results were input into the improved AlexNet model, which optimized the convolutional kernel and stride size using the Taguchi method. The model was combined with transfer learning to improve feature extraction efficiency. Finally, the output classified...

.... Shanliang Liu can be contacted at: shliucauc@163.com 13 07 2020 19 04 2021 01 06 2021 © Emerald Publishing Limited 2021 Emerald Publishing Limited Licensed re-use rights only Object detection Transfer learning Deep neural networks Multiple source feature fusion Our...

... of fabric defects from TILDA. Subsequently, ECTFDC extracts features of fabric defects via an ensemble multiple convolutional neural network model and obtains parameters by using transfer learning method. Findings The authors applied ECTFDC on an enhanced TILDA database to improve the robustness...