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Original Article

Plant Disease Recognition Using Deep Learning

  • Paper ID 974
  • Volume 6, Issue 4
  • Pages 44-47
  • Published Online: July-August 2025
  • 1 Views
Open Access Peer Reviewed Crossref DOI

Authors

  • Mohammad Uzma Afreen1
  • Dr. Khaja Mahabubullahr2

1 Student, MCA, Deccan College of Engineering and Technology, Hyderabad, Telangana, India. 2 Professor & HOD, Deccan College of Engineering and Technology, Hyderabad, Telangana, India.

Article Information

Published Online
July-August 2025
Pages
44-47
Article Type
Original Article
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References

1. S. Sladojevic, M. Arsenovic, A. Anderla, D. Culibrk, and D. Stefanovic, “Deep Neural Networks Based Recognition of Plant Diseases by Leaf Image Classification,” Computational Intelligence and Neuroscience, vol. 2016, Article ID 3289801, 2016. doi: 10.1155/2016/3289801
2. H. Brahimi, K. Boukhalfa, and A. Moussaoui, “Deep Learning for Tomato Diseases: Classification and Symptoms Visualization,” Applied Artificial Intelligence, vol. 31, no. 4, pp. 299–315, 2017.
3. D. Mohanty, S. Sengupta, and D. Mohapatra, “Rice Leaf Disease Detection Using CNN With Transfer Learning,” in Proc. 2019 Int. Conf. on Communication and Signal Processing (ICCSP), India, 2019, pp. 0770–0774.
4. PlantVillage Dataset. [Online]. Available: https://www.plantvillage.org
5. A. Krizhevsky, I. Sutskever, and G. E. Hinton, “ImageNet Classification with Deep Convolutional Neural Networks,” in Proc. 25th Int. Conf. on Neural Information Processing Systems (NIPS), 2012, pp. 1097–1105.
6. A. Kamilaris and F. Prenafeta-Boldú, “Deep Learning in Agriculture: A Survey,” Computers and Electronics in Agriculture, vol. 147, pp. 70–90, Apr. 2018.
7. Y. LeCun, Y. Bengio, and G. Hinton, “Deep Learning,” Nature, vol. 521, pp. 436–444, 2015.
8. P. Ferentinos, “Deep Learning Models for Plant Disease Detection and Diagnosis,” Computers and Electronics in Agriculture, vol. 145, pp. 311–318, Feb. 2018.
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