National Natural Science Foundation of China(No.61972081);Fundamental Research Funds for the Central Universities,China(No.2232023Y-01);Natural Science Foundation of Shanghai,China(No.22ZR1400200)。
At present,convolutional neural networks(CNNs)and transformers surpass humans in many situations(such as face recognition and object classification),but do not work well in identifying fibers in textile surface images...