Enhanced convolutional neural network model for cassava leaf disease identification and classification
Cassava is a crucial food and nutrition security crop cultivated by small-scale farmers and it
can survive in a brutal environment. It is a significant source of carbohydrates in African …
can survive in a brutal environment. It is a significant source of carbohydrates in African …
Attention deep learning‐based large‐scale learning classifier for Cassava leaf disease classification
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 …
survey shows that the image recognition and integrated deep learning approach is …
Classification of cassava leaf disease based on a non-balanced dataset using transformer-embedded resnet
Y Zhong, B Huang, C Tang - Agriculture, 2022 - mdpi.com
Cassava is a typical staple food in the tropics, and cassava leaf disease can cause massive
yield reductions in cassava, resulting in substantial economic losses and a lack of staple …
yield reductions in cassava, resulting in substantial economic losses and a lack of staple …
Automatic detection of cassava leaf disease using transfer learning model
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 …
Asia and Latin America. Cassava is produced and exported in large quantities from …
[HTML][HTML] A systematic review of deep learning techniques for plant diseases
I Pacal, I Kunduracioglu, MH Alma, M Deveci… - Artificial Intelligence …, 2024 - Springer
Agriculture is one of the most crucial sectors, meeting the fundamental food needs of
humanity. Plant diseases increase food economic and food security concerns for countries …
humanity. Plant diseases increase food economic and food security concerns for countries …
[HTML][HTML] Cross-comparative review of Machine learning for plant disease detection: apple, cassava, cotton and potato plants
JD Omaye, E Ogbuju, G Ataguba, O Jaiyeoba… - Artificial Intelligence in …, 2024 - Elsevier
Plant disease detection has played a significant role in combating plant diseases that pose a
threat to global agriculture and food security. Detecting these diseases early can help …
threat to global agriculture and food security. Detecting these diseases early can help …
[PDF][PDF] A Deep Learning-Based Approach in Classification and Validation of Tomato Leaf Disease.
SA Wagle - Traitement du signal, 2021 - researchgate.net
Accepted: 25 May 2021 Deep learning models are playing a vital role in classification goals
that can have propitious results. In the past few years, many models are being used for this …
that can have propitious results. In the past few years, many models are being used for this …
Lightweight modified attention based deep learning model for cassava leaf diseases classification
AS Tewari, P Kumari - Multimedia Tools and Applications, 2024 - Springer
The primary cause of decline in cassava production are various diseases on cassava
leaves. It has direct adverse impact on farmers' income. The detection of diseases in …
leaves. It has direct adverse impact on farmers' income. The detection of diseases in …
Apple foliar leaf disease detection through improved capsule neural network architecture
Abstract Apple Scab and Apple Rust are the major classes of apple leaf diseases that
gravely affect the apple yield. Seeking an automatic, less expensive, fast yet precise method …
gravely affect the apple yield. Seeking an automatic, less expensive, fast yet precise method …
A novel framework for semi-automated system for grape leaf disease detection
N Kaur, V Devendran - Multimedia Tools and Applications, 2024 - Springer
Plants play a significant role in our lives. They are the primary source of food. But when
these are diagnosed with diseases, productivity reduces. Grape is an important fruit, which is …
these are diagnosed with diseases, productivity reduces. Grape is an important fruit, which is …