Combining CNN and VGG16: A Novel Deep Learning Approach to Onion Purple Blotch Disease Severity Classification

S Rana, M Manwal, V Kukreja… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
The timely and rationally reliable differentiation of plants by diseases from the perspective of
fine agriculture is the most critical element, affecting crop yields and therefore global food …

Smart Energy Management System for Onion Preservation

V Karthik, PL Girishankar, AJ Samraj… - 2023 2nd …, 2023 - ieeexplore.ieee.org
One of the major crops cultivated all over the world is Onion. Onions are used in almost
every cuisine around the world and it needs preservation for long-term storage. The dryness …

Improving Onion Leaf Disease Diagnosis With a CNN-Random Forest Classification Model

D Banerjee, V Kukreja - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
This study proposes a disease diagnosis system for onion leaves that uses an
amalgamation of Convolutional Neural Networks, and Random Forest. Damping off, Violet …

CNN-VGG16 Hybrid Model for Onion Purple Blotch Disease Severity Multi-Level Grading

NK Ojha, N Thapliyal, M Aeri, V Kukreja… - 2024 5th International …, 2024 - ieeexplore.ieee.org
The purpose of this study is to introduce a novel strategy for an automatic disease grading
system that has been devised for the onion purple blotch disease which prevails in many …