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Toward surface defect detection in electronics manufacturing by an accurate and lightweight YOLO-style object detector

In electronics manufacturing, surface defect detection is very important for product quality control, and defective products can cause severe customer complaints. At the same time, in the manufacturing process, the cycle time of each product is usually very short. Furthermore, high-resolution input...

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Detalles Bibliográficos
Autores principales: Wang, Jyunrong, Dai, Huafeng, Chen, Taogen, Liu, Hao, Zhang, Xuegang, Zhong, Quan, Lu, Rongsheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10151317/
https://www.ncbi.nlm.nih.gov/pubmed/37127646
http://dx.doi.org/10.1038/s41598-023-33804-w