AI model accelerates defect-based material design

Across the physical world, many intricate structures form via symmetry breaking. When a system with inherent symmetry transitions into an ordered state, it can form stable imperfections known as ...
GitHub

Steel Defect Detection with YOLOv8

The dataset is already organized in YOLO format in the steel_dataset/ directory. If you need to reorganize from original format, see utility/reorganize_dataset.py. steel-defect-detection/ ├── ...
IEEE

Research on Insulator Defect Detection Based on Synthetic Fog and Improved YOLOv5

Abstract: To improve the accuracy and robustness of insulator defect detection in challenging environments, an enhanced YOLOv5-based detection algorithm is proposed. The model incorporates an improved ...
IEEE

Research on Lemon Surface Defect Detection Based on YOLOv8-SGN Model

Abstract: Aiming at the problems of low recognition precision and high missing rate of small targets in the complex background of traditional lemon surface defect detection methods, a YOLOv8-SGN ...