The integrity of welded structures underpins safety and performance across industries ranging from petrochemical pipelines to aerospace assemblies. Conventional ...

A closely watched clinical trial in Britain that screened blood for early detection of cancer did not show a reduction in diagnoses at later stages of the disease. By Rebecca Robbins and Gina Kolata A ...

Abstract: Automated defect detection in printed circuit boards (PCBs) is critical for ensuring reliability and quality in modern electronics manufacturing. However, achieving high detection accuracy ...

Effectively detecting subtle surface defects in strip steel is vital for industrial quality assurance; however, most existing approaches fail to strike an optimal balance between accuracy and ...

Built a real-time, purely classical computer vision system for fabric defect detection using multi-method analysis (GLCM, FFT, Gabor, statistical variance, background subtraction, and edge–Hough), ...

Abstract: Research into defect detection in industrial fields based on image processing techniques has gained significant momentum in recent years. The primary objective of this research has been to ...

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/ ├── ...