![PDF) Defects and Components Recognition in Printed Circuit Boards Using Convolutional Neural Network PDF) Defects and Components Recognition in Printed Circuit Boards Using Convolutional Neural Network](https://www.researchgate.net/profile/Saimunur-Rahman/publication/330422139/figure/fig1/AS:715681167339521@1547643095434/The-25-different-components-to-be-recognized-Data-augmentation-is-used-to-increase-the_Q320.jpg)
PDF) Defects and Components Recognition in Printed Circuit Boards Using Convolutional Neural Network
![Applied Sciences | Free Full-Text | Application Research of Improved YOLO V3 Algorithm in PCB Electronic Component Detection Applied Sciences | Free Full-Text | Application Research of Improved YOLO V3 Algorithm in PCB Electronic Component Detection](https://www.mdpi.com/applsci/applsci-09-03750/article_deploy/html/images/applsci-09-03750-g001.png)
Applied Sciences | Free Full-Text | Application Research of Improved YOLO V3 Algorithm in PCB Electronic Component Detection
![Detecting fiducial markers from a PCB with pattern matching | by Sébastien Gilbert | Towards Data Science Detecting fiducial markers from a PCB with pattern matching | by Sébastien Gilbert | Towards Data Science](https://miro.medium.com/max/1400/1*kZXW5IMPyyxrfUt5c8LSNA.png)
Detecting fiducial markers from a PCB with pattern matching | by Sébastien Gilbert | Towards Data Science
![PDF] Application Research of Improved YOLO V3 Algorithm in PCB Electronic Component Detection | Semantic Scholar PDF] Application Research of Improved YOLO V3 Algorithm in PCB Electronic Component Detection | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/e22d12a776427941d6ad1e6febe68662b03b7ab2/15-Figure11-1.png)
PDF] Application Research of Improved YOLO V3 Algorithm in PCB Electronic Component Detection | Semantic Scholar
![Applied Sciences | Free Full-Text | Application Research of Improved YOLO V3 Algorithm in PCB Electronic Component Detection Applied Sciences | Free Full-Text | Application Research of Improved YOLO V3 Algorithm in PCB Electronic Component Detection](https://www.mdpi.com/applsci/applsci-09-03750/article_deploy/html/images/applsci-09-03750-g011.png)
Applied Sciences | Free Full-Text | Application Research of Improved YOLO V3 Algorithm in PCB Electronic Component Detection
![Applied Sciences | Free Full-Text | Application Research of Improved YOLO V3 Algorithm in PCB Electronic Component Detection Applied Sciences | Free Full-Text | Application Research of Improved YOLO V3 Algorithm in PCB Electronic Component Detection](https://www.mdpi.com/applsci/applsci-09-03750/article_deploy/html/images/applsci-09-03750-g012.png)
Applied Sciences | Free Full-Text | Application Research of Improved YOLO V3 Algorithm in PCB Electronic Component Detection
![PDF] FICS-PCB: A Multi-Modal Image Dataset for Automated Printed Circuit Board Visual Inspection | Semantic Scholar PDF] FICS-PCB: A Multi-Modal Image Dataset for Automated Printed Circuit Board Visual Inspection | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/de274e9ba67a09e80816b98818dcd2debe10350d/1-Figure1-1.png)
PDF] FICS-PCB: A Multi-Modal Image Dataset for Automated Printed Circuit Board Visual Inspection | Semantic Scholar
![A PCB Electronic Components Detection Network Design Based on Effective Receptive Field Size and Anchor Size Matching A PCB Electronic Components Detection Network Design Based on Effective Receptive Field Size and Anchor Size Matching](https://static-02.hindawi.com/articles/cin/volume-2021/6682710/figures/6682710.fig.0010a.jpg)
A PCB Electronic Components Detection Network Design Based on Effective Receptive Field Size and Anchor Size Matching
![Statistical analysis table of PCB-labeled electronic components image size. | Download Scientific Diagram Statistical analysis table of PCB-labeled electronic components image size. | Download Scientific Diagram](https://www.researchgate.net/publication/335696516/figure/tbl2/AS:801220843274246@1568037343424/Statistical-analysis-table-of-PCB-labeled-electronic-components-image-size.png)
Statistical analysis table of PCB-labeled electronic components image size. | Download Scientific Diagram
![Defect detection of printed circuit board based on lightweight deep convolution network - Shen - 2020 - IET Image Processing - Wiley Online Library Defect detection of printed circuit board based on lightweight deep convolution network - Shen - 2020 - IET Image Processing - Wiley Online Library](https://ietresearch.onlinelibrary.wiley.com/cms/asset/158be1b0-d5d9-478f-8842-00fd244c3ac6/ipr2bf02914-fig-0002-m.jpg)
Defect detection of printed circuit board based on lightweight deep convolution network - Shen - 2020 - IET Image Processing - Wiley Online Library
Why Is Deep Learning Challenging for Printed Circuit Board (PCB) Component Recognition and How Can We Address It?
Sample data from the FICS-PCB dataset [16] used in this study. (left)... | Download Scientific Diagram
Why Is Deep Learning Challenging for Printed Circuit Board (PCB) Component Recognition and How Can We Address It?
![Applied Sciences | Free Full-Text | Application Research of Improved YOLO V3 Algorithm in PCB Electronic Component Detection | HTML Applied Sciences | Free Full-Text | Application Research of Improved YOLO V3 Algorithm in PCB Electronic Component Detection | HTML](https://www.mdpi.com/applsci/applsci-09-03750/article_deploy/html/images/applsci-09-03750-g010-550.jpg)