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 ...

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 ...

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/ ├── ...

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), ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Fluoride contamination in drinking water is a major global concern, affecting millions ...

ABSTRACT: Road surface defects such as potholes and cracks pose significant risks to traffic safety and vehicle integrity. Traditional inspection methods, including manual surveys and citizen reports, ...

The debate about ChatGPT’s use of the em dash signifies a shift in not only how we write, but what writing is for. By Nitsuh Abebe There are countless signals you might look for to determine whether a ...

Abstract: In the defect detection of patterned wafers, optical images captured by inspection systems are affected by various noises, resulting in low signal-to-noise ratios in the obtained images, ...