A comparative study of vision transformers and convolutional neural networks: sugarcane leaf diseases identification
Author:
Publisher
Springer Science and Business Media LLC
Subject
Industrial and Manufacturing Engineering,Biochemistry,General Chemistry,Food Science,Biotechnology
Link
https://link.springer.com/content/pdf/10.1007/s00217-023-04258-1.pdf
Reference24 articles.
1. Murugeswari R, Anwar ZS, Dhananjeyan VR, Karthik CN (2022) Automated sugarcane disease detection using faster rcnn with an Android application. 6th International Conference on Trends in Electronics and Informatics (ICOEI). 1:1–7, https://doi.org/10.1109/ICOEI53556.2022.9776685
2. Li X, Li X, Zhang S, Zhang G, Zhang M, Shang H (2022) SLViT: shuffle-convolution-based lightweight Vision transformer for effective diagnosis of sugarcane leaf diseases. J King Saud Univ. https://doi.org/10.1016/j.jksuci.2022.09.013
3. Militante SV, Gerardo BD (2019) Detecting sugarcane diseases through adaptive deep learning models of convolutional neural network. IEEE 6th International Conference on Engineering Technologies and Applied Sciences (ICETAS) 1:1–5, https://doi.org/10.1109/ICETAS48360.2019.9117332
4. Hernandez AA, Bombasi JL, Lagman AC, (2022) Classification of Sugarcane Leaf Disease using Deep Learning Algorithms. IEEE 13th Control and System Graduate Research Colloquium (ICSGRC), 1:47–50, https://doi.org/10.1109/ICSGRC55096.2022.9845137
5. Alencastre-Miranda M, Johnson RM, Krebs HI (2021) Convolutional neural networks and transfer learning for quality inspection of different sugarcane varieties. IEEE Trans Industr Inf 17(2):787–794. https://doi.org/10.1109/TII.2020.2992229
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