Convolutional Neural Networks for Automatic Classification of Diseased Leaves: The Impact of Dataset Size and Fine-Tuning

Giovanny Caluña, Lorena Guachi-Guachi, Ramiro Brito. Convolutional Neural Networks for Automatic Classification of Diseased Leaves: The Impact of Dataset Size and Fine-Tuning. In Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Chiara Garau, Ivan Blecic, David Taniar, Bernady O. Apduhan, Ana Maria A. C. Rocha, Eufemia Tarantino, Carmelo Maria Torre, Yeliz Karaca, editors, Computational Science and Its Applications - ICCSA 2020 - 20th International Conference, Cagliari, Italy, July 1-4, 2020, Proceedings, Part I. Volume 12249 of Lecture Notes in Computer Science, pages 951-966, Springer, 2020. [doi]

@inproceedings{CalunaGB20,
  title = {Convolutional Neural Networks for Automatic Classification of Diseased Leaves: The Impact of Dataset Size and Fine-Tuning},
  author = {Giovanny Caluña and Lorena Guachi-Guachi and Ramiro Brito},
  year = {2020},
  doi = {10.1007/978-3-030-58799-4_68},
  url = {https://doi.org/10.1007/978-3-030-58799-4_68},
  researchr = {https://researchr.org/publication/CalunaGB20},
  cites = {0},
  citedby = {0},
  pages = {951-966},
  booktitle = {Computational Science and Its Applications - ICCSA 2020 - 20th International Conference, Cagliari, Italy, July 1-4, 2020, Proceedings, Part I},
  editor = {Osvaldo Gervasi and Beniamino Murgante and Sanjay Misra and Chiara Garau and Ivan Blecic and David Taniar and Bernady O. Apduhan and Ana Maria A. C. Rocha and Eufemia Tarantino and Carmelo Maria Torre and Yeliz Karaca},
  volume = {12249},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-58799-4},
}