DsP-YOLO: An anchor-free network with DsPAN for small object detection of multiscale defects

• Published in: Expert systems with applications Vol. 241; p. 122669
• Main Authors: Zhang, Yan, Zhang, Haifeng, Huang, Qingqing, Han, Yan, Zhao, Minghang
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.05.2024
• Subjects: Anchor-free network; Feature enhancement; Feature fusion; Industrial defect; Small object detection; YOLOv8; Small object detection; Feature enhancement; Anchor-free network; Industrial defect; Feature fusion; YOLOv8

Industrial defect detection is of great significance to ensure the quality of industrial products. The surface defects of industrial products are characterized by multiple scales, multiple types, abundant small objects, and complex background interference. In particular, small object detection of mu...