[HTML][HTML] A comparative analysis of cross-validation techniques for a smart and lean pick-and-place solution with deep learning

E Kee, JJ Chong, ZJ Choong, M Lau - Electronics, 2023 - mdpi.com
As one of the core applications of computer vision, object detection has become more
important in scenarios requiring high accuracy but with limited computational resources …

Sustainable recycling process for tantalum recovery from printed circuit boards

B Choi, B Domínguez, A D'Souza, H Khadse… - Resources …, 2023 - Elsevier
In IRETA2 project a process to recycle tantalum capacitors from end-of-life printed circuit
boards was developed. The process starts with an optical detection of the capacitors …

[HTML][HTML] A Study on the Rapid Detection of Steering Markers in Orchard Management Robots Based on Improved YOLOv7

Y Gao, G Tian, B Gu, J Zhao, Q Liu, C Qiu, J Xue - Electronics, 2023 - mdpi.com
In order to guide the orchard management robot to realize autonomous steering in the row
ends of a complex orchard environment, this paper proposes setting up steering markers in …

[HTML][HTML] Military Decision-Making Process Enhanced by Image Detection

N Žigulić, M Glučina, I Lorencin, D Matika - Information, 2023 - mdpi.com
This study delves into the vital missions of the armed forces, encompassing the defense of
territorial integrity, sovereignty, and support for civil institutions. Commanders grapple with …

[HTML][HTML] Quality inspection of specific electronic boards by deep neural networks

P Klco, D Koniar, L Hargas, K Pociskova Dimova… - Scientific Reports, 2023 - nature.com
Reliability and lifetime of specific electronics boards depends on the quality of
manufacturing process. Especially soldering splashes in some areas of PCB (printed circuit …

[HTML][HTML] Advancements in PCB Components Recognition Using WaferCaps: A Data Fusion and Deep Learning Approach

D Starodubov, S Danishvar, AARM Abu Ebayyeh… - Electronics, 2024 - mdpi.com
Microelectronics and electronic products are integral to our increasingly connected world,
facing constant challenges in terms of quality, security, and provenance. As technology …

A design of bare printed circuit board defect detection system based on YOLOv8

Z Xiong - Highlights in Science, Engineering and Technology, 2023 - drpress.org
As electronic products develop towards miniaturization and digitization, printed circuit
boards (PCBs) also develop towards high density and high precision. In the manufacturing …

[HTML][HTML] Image Recognition Method for Micropores Inside Small Gas Pipelines

Y Zhao, Z Su, H Zhou, J Lin - Applied Sciences, 2023 - mdpi.com
To address difficulties in the early detection of small gas pipeline leaks, a method is
proposed for the image recognition of micropores inside small gas pipelines. First, we …

Rapid Detection of PCB Defects Based on YOLOx-Plus and FPGA (January 2024)

Y Pan, L Zhang, Y Zhang - IEEE Access, 2024 - ieeexplore.ieee.org
During the production process, Printed circuit boards (PCBs) may encounter many defect
issues which can severely affect the functionality of the circuit. However, existing PCB defect …

Investigation of visual inspection methodologies for printed circuit board products

W Deng - Journal of Optics, 2024 - Springer
Printed circuit board (PCB) inspection is as challenging issue in electronic manufacturing.
Visual inspection is broadly used to perform this task and has been instigated by many …