Enhanced nighttime nail detection using improved YOLOv5 for precision road safety.

Wang H, Hu Z, Mo H, Zhao X

DOI: 10.1038/s41598-025-89225-4
Published: 2025 Feb 12
Container: Scientific reports
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-025-89225-4,
  title = {Enhanced nighttime nail detection using improved YOLOv5 for precision road safety.},
  author = {Wang H and Hu Z and Mo H and Zhao X},
  year = {2025},
  journal = {Scientific reports},
  doi = {10.1038/s41598-025-89225-4},
  url = {https://doi.org/10.1038/s41598-025-89225-4}
}

RIS

TY  - JOUR
TI  - Enhanced nighttime nail detection using improved YOLOv5 for precision road safety.
AU  - Wang H
AU  - Hu Z
AU  - Mo H
AU  - Zhao X
PY  - 2025
JO  - Scientific reports
DO  - 10.1038/s41598-025-89225-4
UR  - https://doi.org/10.1038/s41598-025-89225-4
ER  -

APA

H, W., Z, H., H, M., & X, Z. (2025). Enhanced nighttime nail detection using improved YOLOv5 for precision road safety.. Scientific reports. https://doi.org/10.1038/s41598-025-89225-4

Source records

pubmed · retrieved 2026-09-26T10:34:44.024Z