Cotton leaf disease identification using transfer learning

A Herok, S Ahmed - 2023 International conference on …, 2023‏ - ieeexplore.ieee.org
Accurate identification and classification of plant diseases play a vital role in safeguarding
global food production and ensuring the economic well-being of the stakeholders. Various …

Apple leaf disease detection using densenet121 transfer learning model

R Singh, N Sharma, R Gupta - 2023 International Conference …, 2023‏ - ieeexplore.ieee.org
Apple tree cultivation is important in global horticulture because of its contribution to food
production and economic benefits. Nonetheless, leaf diseases such as discoloration …

Improved FasterViT model for citrus disease diagnosis

J Chen, S Wang, J Guo, F Chen, Y Li, H Qiu - Heliyon, 2024‏ - cell.com
Despite advances in deep learning for plant leaf disease recognition, accurately
distinguishing morphological features under varying environmental conditions continues to …

A critical analysis of deep learning applications in crop pest classification: Promising pathways and limitations

MH Rafi, MR Mahjabin, MS Rahman… - … on Computer and …, 2023‏ - ieeexplore.ieee.org
Deep Learning (DL) has recently emerged as a pivotal tool in a wide variety of agricultural
end-level applications. While promising outcomes have been achieved in crop disease …

ExE-Net: Explainable Ensemble Network for Potato Leaf Disease Classification

T Ahmed, MB Hasan, S Ahmed… - 2024 IEEE Canadian …, 2024‏ - ieeexplore.ieee.org
Potato cultivation faces significant harvest loss from several diseases, emphasizing the
importance of early and accurate disease detection. Analyzing potato leaf images using …

Deep Learning-Based Detection of Apple Leaf Diseases using Image Analysis

B Hana, S Yassmina - 2024 1st International Conference on …, 2024‏ - ieeexplore.ieee.org
In the dynamic field of agriculture, the intelligent diagnosis and classification of plant
diseases represent a key research objective. Among widely cultivated fruits, apples are …