In the face of detection problems posed by complex textile texture backgrounds, different sizes, and types defects, commonly used object networks have limitations in handling target sizes. Furthermore, their stability anti-jamming capabilities are relatively weak. Therefore, when more diverse, false detections or missed likely to occur. order meet stringent requirements defect detection, we pro...