[PDF][PDF] Hyperparameter Optimization for Capsule Network Based Modified Hybrid Rice Optimization Algorithm.

Z Ye, Z Fang, Z Song, H Sui, C Yan… - … Automation & Soft …, 2023 - cdn.techscience.cn
Hyperparameters play a vital impact in the performance of most machine learning
algorithms. It is a challenge for traditional methods to configure hyperparameters of the …

A Convolutional Neural Network Approach to Robust Crop Health Monitoring

S Jariwala, R Jain - Authorea Preprints, 2024 - techrxiv.org
Convolutional Neural Networks (CNNs) have opened up new possibilities in a variety of
fields, including plant pathology. Through image analysis, this study aims to take advantage …

[PDF][PDF] Predictive Analytics for Plant Health Monitoring Using Deep Learning

KS Kunduru Gayathri, CSB Yadav, M Dhana - afjbs.com
A leveraging the advanced features of Deep Learning technologies, specifically ResNet for
feature extraction and Long Short-Term Memory (LSTM) networks for temporal analysis and …