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Automatic Detection of Cassava Leaf Disease using Transfer Learning Model

2022 6th International Conference on Electronics, Communication and Aerospace Technology, 2022
Africa is the world's leading producer of cassava crops. It is also extensively distributed in Asia and Latin America. Cassava is produced and exported in large quantities from Thailand, which is the world's top producer of it.
Rahul Singh   +3 more
semanticscholar   +1 more source

Cassava disease recognition from low‐quality images using enhanced data augmentation model and deep learning

Expert Syst. J. Knowl. Eng., 2021
Improvement of deep learning algorithms in smart agriculture is important to support the early detection of plant diseases, thereby improving crop yields.
O. Abayomi-Alli   +3 more
semanticscholar   +1 more source

Attention deep learning‐based large‐scale learning classifier for Cassava leaf disease classification

Expert Syst. J. Knowl. Eng., 2021
Cassava is a rich source of carbohydrates, and it is vulnerable to virus diseases. Literature survey shows that the image recognition and integrated deep learning approach is successfully employed for Cassava leaf disease classification. Mostly, transfer
Vinayakumar Ravi   +2 more
semanticscholar   +1 more source

Excellence in Cassava Breeding: Perspectives for the Future

, 2020
Cassava (Manihot esculenta Crantz) is a major tropical crop. Regarded as an orphan crop a few decades ago, it now receives considerable attention from governments, industry and agencies investing in agricultural research.
H. Ceballos   +6 more
semanticscholar   +1 more source

Cassava

Crop Physiology Case Histories for Major Crops, 2019
At least one member of the whitefly Bemisia tabaci (gennadius) (Hemiptera: Aleyrodidae) species complex is a vector of cassava mosaic geminiviruses and cassava brown streak viruses, which cause serious damage to cassava, Manihot esculenta Crantz.
J. Cock, D. Connor
semanticscholar   +1 more source

Cassava Leaf Disease Detection Using Convolutional Neural Networks

International Conference on Science in Information Technology, 2020
Cassava is a plant that is widely found in Indonesia with various benefits. One of the benefits of cassava is as a substitute for rice. According to data from the Indonesian Central Statistics Agency in 2015, cassava production in Indonesia was 21,801 ...
R. Surya, Elliana Gautama
semanticscholar   +1 more source

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