Work

BoardVision: Real-Time Motherboard Defect Detection using YOLOv7 and Faster R-CNN

Year: 2025

Type: article

Abstract: This poster introduces BoardVision, a real-time system for detecting motherboard defects using YOLOv7 and Faster R-CNN. Designed for reproducibility and educational use, the tool includes a GUI and supports video, image, and live webcam input. Evaluations show promising accuracy across defect classes with interactive performance.

Source: Maryland Shared Open Access Repository (USMAI Consortium)

DOI: 10.13016/m2ipva-3rks

Authors: Hill, Brandon, Attionu, Solomon K.

Language: English

Topic: Industrial Vision Systems and Defect Detection

Subfield: Industrial and Manufacturing Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W6903642969

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