[HTML][HTML] Lightweight strip steel defect detection algorithm based on improved YOLOv7

J Lu, MM Yu, J Liu - Scientific reports, 2024 - nature.com
The precise identification of surface imperfections in steel strips is crucial for ensuring steel
product quality. To address the challenges posed by the substantial model size and …

Unsupervised method for detecting surface defects in steel based on joint optimization of pseudo-labeling and clustering

D Bai, G Li, D Jiang, G Jiang, Z Hao… - Measurement Science …, 2024 - iopscience.iop.org
Advances in the field of measurement science and technology have improved the detection
of defects in industrial production. One of the key challenges in steel plate surface defect …