A Deep Learning-Based Plant Disease Detection and Classification for Arabica Coffee Leaves

Author:

Somanna Harshitha Poolakanda,Stynes PaulORCID,Muntean Cristina HavaORCID

Publisher

Springer Nature Switzerland

Reference30 articles.

1. Cerda, R., Avelino, J., Gary, C., Tixier, P., Lechevallier, E., Allinne, C.: Primary and secondary yield losses caused by pests and diseases: assessment and modeling in coffee. PLoS ONE 12(1), e0169133 (2021)

2. Liebig, T.: Abundance of pests and diseases in Arabica coffee production systems in Uganda-ecological mechanisms and spatial analysis in the face of climate change, p. 135 (2017). https://cgspace.cgiar.org/

3. Gichuru, E., Alwora, G.O., Gimase, J., Kathurima, C.: Coffee leaf rust (Hemileia vastatrix) in Kenya—a review. Agronomy 11(12), 2590 (2021)

4. Esgario, J.G., Krohling, R.A., Ventura, J.A.: Deep learning for classification and severity estimation of coffee leaf biotic stress. Comput. Electron. Agric. 169, 105162 (2020)

5. Muntean, C. H., Chowkkar, M.: Breast cancer detection from histopathological Images using deep learning and transfer learning. In: International Conference on Machine Learning Technologies (ICMLT 2022), pp. 164–169. Association for Computing Machinery, New York 2022

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