How Does the Data Set and the Number of Categories Affect CNN-based Image Classification Performance?

Chao Luo, Xiaojie Li, Jing Yin, Jia He, Denggao Li, Jiliu Zhou. How Does the Data Set and the Number of Categories Affect CNN-based Image Classification Performance?. JSW, 14(4):168-181, 2019. [doi]

@article{LuoLYHLZ19,
  title = {How Does the Data Set and the Number of Categories Affect CNN-based Image Classification Performance?},
  author = {Chao Luo and Xiaojie Li and Jing Yin and Jia He and Denggao Li and Jiliu Zhou},
  year = {2019},
  url = {http://www.jsoftware.us/index.php?m=content&c=index&a=show&catid=206&id=2935},
  researchr = {https://researchr.org/publication/LuoLYHLZ19},
  cites = {0},
  citedby = {0},
  journal = {JSW},
  volume = {14},
  number = {4},
  pages = {168-181},
}