Deep learning for plant identification and disease classification from leaf images: multi-prediction approaches

J Yao, SN Tran, S Garg, S Sawyer - ACM Computing Surveys, 2024 - dl.acm.org
Deep learning (DL) plays an important role in modern agriculture, especially in plant
pathology using leaf images where convolutional neural networks (CNN) are attracting a lot …

A comprehensive review on Federated Learning for Data-Sensitive Application: Open issues & challenges

M Narula, J Meena, DK Vishwakarma - Engineering Applications of …, 2024 - Elsevier
Abstract Artificial intelligence employs Machine Learning (ML) and Deep Learning (DL) to
analyze data. In both, the data is stored centrally. The data involved may be sensitive and …

Synergistic Detection: A Hybrid CNN-XGBoost Model for Cherry Leaf Spot Magnitude Differentiation

D Banerjee, N Sharma, R Chauhan… - … in Technology and …, 2024 - ieeexplore.ieee.org
The fungus Blumeriella jaapii is responsible for a widespread disease known as cherry leaf
spot (CLS). This affects the productivity and economic prospects of cherry orchards …