A Novel YOLOv5_ES based on lightweight small object detection head for PCB surface defect detection
Abstract In the manufacturing process of printed circuit boards (PCBs), surface defects have a significant negative impact on product quality. Considering that traditional object detection algorithms have low accuracy in handling PCB images with complex backgrounds, various types, and small-sized de...
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| Principais autores: | , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Nature Portfolio
2024-10-01
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| Colecção: | Scientific Reports |
| Acesso em linha: | https://doi.org/10.1038/s41598-024-74368-7 |
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