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 ...
IEEE

Hierarchical Optimization Framework for Robust PCB Defect Detection via Adaptive YOLOv12 Architecture

Abstract: The requirement of trustable and precise defect detection in Printed Circuit Boards (PCBs) remains a challenge in the industrial setting. Often certain microscopic anomalies that are ...
GitHub

PCB Defect Detection Using YOLOv12

This project implements and compares two YOLOv12 object-detection pipelines for printed-circuit-board (PCB) defect identification. The objective is to detect four major defect types: ...
Scientific Research Publishing

BCN-YOLO: A Deep Learning Network for PCB Defect Detection ()

To address the issues of missed detection and false detection during the defect inspection process of the PCB, an improved YOLOv7-based algorithm for PCB defect detection is proposed. Firstly, the ...