The use of a convolutional neural network in detecting soldering faults from a printed circuit board assembly

MB Akhtar - HighTech and Innovation Journal, 2022 - hightechjournal.org
Abstract Automatic Optical Inspection (AOI) is any method of detecting defects during a
Printed Circuit Board (PCB) manufacturing process. Early AOI methods were based on …

Enhancing EfficientNet-YOLOv4 for Integrated Circuit Detection on Printed Circuit Board (PCB)(December 2023)

TS Chi, MN Ab Wahab, ASA Mohamed… - IEEE …, 2024 - ieeexplore.ieee.org
Ensuring the quality and functionality of printed circuit boards (PCBs) during manufacturing
requires precise, automated visual inspection. Detecting integrated circuits (ICs) on PCBs …

A light weight version of PCB defect detection system using YOLO V4 tiny

JSSV Mamidi, S Sameer… - 2022 International Mobile …, 2022 - ieeexplore.ieee.org
Printed circuit boards (PCBs) are now used in almost every electronic component. It
connects components along conductive lines in most electronic goods. PCBs are vulnerable …

MuSAP-GAN: printed circuit board defect detection using multi-level attention-based printed circuit board with generative adversarial network

N Patel - Electrical Engineering, 2024 - Springer
A printed circuit board (PCB) is one of the important components in every single electronic
device, which assists in connecting each component for many purposes. Somehow, the PCB …

Pcb quality check: optical inspection using color mask and thresholding

E Șipoș, A Oneș, LN Ivanciu - 2022 IEEE international …, 2022 - ieeexplore.ieee.org
The paper proposes an automated optical inspection system for detection of PCB mounting
defects. The reference image was processed using HSV color space and image …

[PDF][PDF] Automated inspection system for assembled printed circuit board using machine vision

H Goupale, NN Gyanchandani, PA Chauhan… - academia.edu
The perfect Printed Circuit Board (PCB) plays a very important role in every electronic device
as well as in automation systems. So, it is very important to find defects in the PCB before …

Failure Analysis of Solder Joint on A Single Sided Printed Circuit Board (PCB)

MAM Ayob, Z Embong - Enhanced Knowledge in Sciences …, 2023 - publisher.uthm.edu.my
This study mainly to investigate about either different concentration of corrosion agent could
affect the reliability of the single-sided printed circuit board. Hence, the objectives of this …

[PDF][PDF] Identificação de anomalias em placas de circuito impresso, propostas de registro e classificação.

MA ANDRADE - repositorio.unicamp.br
Com a crescente concorrência entre os diversos fabricantes de produtos eletrônicos, a
qualidade dos produtos desenvolvidos e a consequente confiança na marca são fatores …

[PDF][PDF] Defect Detection in Printed Circuit Boards Based on EdgeML and Computer Vision

FGF Rocha, HVLB Silva, RB Vimieiro, FAP Figueiredo - inatel.br
The production of electronic boards is a common activity in the industrial environment, and
ensuring their quality is essential for obtaining reliable products. This work presents a …

[PDF][PDF] HighTech and Innovation

MB Akhtar - pdfs.semanticscholar.org
Abstract Automatic Optical Inspection (AOI) is any method of detecting defects during a
Printed Circuit Board (PCB) manufacturing process. Early AOI methods were based on …