Comparative assessment of common pre-trained CNNs for vision-based surface defect detection of machined components
Abstract Small and Medium Enterprises (SMEs) and Micro, Small, and Medium Enterprises
(MSMEs) contemplate integrating machine vision with high throughput manufacturing lines …
(MSMEs) contemplate integrating machine vision with high throughput manufacturing lines …
Revisión de la literatura sobre el uso del aprendizaje profundo enfocado en sistemas de inspección ópticos automatizados para la detección de defectos superficiales …
J Sanchez-Romero, J Llerena-Izquierdo - Revista InGenio, 2023 - revistas.uteq.edu.ec
El sector de la manufactura utiliza metodologías de aprendizaje automático supervisado
que permiten mejorar procesos de inspección mediante la visión artificial. La inspección …
que permiten mejorar procesos de inspección mediante la visión artificial. La inspección …
Artificial intelligence for smart manufacturing: Methods and applications
KP Tran - Sensors, 2021 - mdpi.com
The term Industry 4.0 has become increasingly pervasive in the context of industrial
manufacturing and it has been considered the fourth industrial revolution (Henning [1]). The …
manufacturing and it has been considered the fourth industrial revolution (Henning [1]). The …
[HTML][HTML] An intelligent cocoa quality testing framework based on deep learning techniques
The export of cocoa beans is economically significant in Ghana and numerous other tropical
nations. Before the cocoa beans can be processed into finished goods, they must undergo a …
nations. Before the cocoa beans can be processed into finished goods, they must undergo a …
Detecting and classifying defects on the surface of water heaters: Development of an automated system
Seeking a total automation of the existing industrial processes, manual product quality
control systems have been gradually replaced by automated ones, to significantly improve …
control systems have been gradually replaced by automated ones, to significantly improve …
Artificial Intelligence Applications for Resilience in Manufacturing—A Systematic Literature Review
FA Maier, S Puppala, M Oberle - … International Conference on …, 2024 - ieeexplore.ieee.org
This review provides a structured literature analysis of Artificial Intelligence (AI) applications
in enhancing manufacturing resilience. The research is guided by three primary questions …
in enhancing manufacturing resilience. The research is guided by three primary questions …
[PDF][PDF] AI-powered inspections of facades in reinforced concrete buildings
Worldwide there are plenty of aged Reinforced Concrete (RC) buildings in need of thorough
inspections. Cracks, delamination, stains, leakages, debonding and moisture ingressions …
inspections. Cracks, delamination, stains, leakages, debonding and moisture ingressions …
[HTML][HTML] Smart Machine Vision System to Improve Decision-Making on the Assembly Line
CAS Silva, EP Paladini - Machines, 2025 - mdpi.com
Technological advances in the production of printed circuit boards (PCBs) are increasing the
number of components inserted on the surface. This has led the electronics industry to seek …
number of components inserted on the surface. This has led the electronics industry to seek …
Addressing Data Imbalance via Image Augmentation for Automated Quality Inspection in Steel Production
H Eberhard, R Hartner - Proceedings of the 2024 10th International …, 2024 - dl.acm.org
Automated quality inspection is widely used in industry, however, there is often the problem
of data imbalance, as defect samples occur less frequently during production leading to …
of data imbalance, as defect samples occur less frequently during production leading to …
[PDF][PDF] Smart Machine Vision System to Improve Decision-Maker on the Assembly Line
CA de Souza Silva, EP Paladini - 2024 - preprints.org
Technological advances for the production of Printed Circuit Boards (PCBs) are increasingly
and increasing the number of components inserted on the surface, leading the electronics …
and increasing the number of components inserted on the surface, leading the electronics …