GitHub

YOLOv12 & YOLOv11-Based Aerial Object & PCB Defect Detection

Unpack on Another System Send yolov12_env.tar.gz to a server or another machine, and run: mkdir yolov12-env tar -xzf yolov12_env.tar.gz -C yolov12-env source yolov12 ...
GitHub

WeldFusionNet - Multimodal Weld Defect Classification

Binary F1 : 0.9835 Macro F1 : 0.9830 FinalScore : 0.9833 ECE : 0.0308 Temperature: 0.5527 Note: leaderboard score is computed on hidden test data and may differ from local validation.
IEEE

Improving Electronic PCB Quality Inspection Through Multi-Dimensional Pixel Attention and Small-Object-Aware Learning

Abstract: Ensuring the reliability of electronic products critically depends on accurate and efficient printed circuit board (PCB) defect inspection. However, the detection of small-scale defects ...
IEEE

Research on Improved Model for PCB Image Defect Detection Based on YOLOv11

Abstract: In order to address the challenge of detecting small surface defects on PCB electrical and electronic components, this study proposes a model called SOF-YOLO. SOF-YOLO introduces Spatial ...