Intelligent detection of train axle fatigue cracks based on grayscale image conversion and YOLOv5 neural network

Li Lin, Yongchuan Xu, Chunlong Zhang, Lin Sun. Intelligent detection of train axle fatigue cracks based on grayscale image conversion and YOLOv5 neural network. J. Comput. Science, 95:102819, 2026. [doi]

@article{LinXZS26,
  title = {Intelligent detection of train axle fatigue cracks based on grayscale image conversion and YOLOv5 neural network},
  author = {Li Lin and Yongchuan Xu and Chunlong Zhang and Lin Sun},
  year = {2026},
  doi = {10.1016/j.jocs.2026.102819},
  url = {https://doi.org/10.1016/j.jocs.2026.102819},
  researchr = {https://researchr.org/publication/LinXZS26},
  cites = {0},
  citedby = {0},
  journal = {J. Comput. Science},
  volume = {95},
  pages = {102819},
}