[HTML][HTML] Leveraging Convolutional Neural Networks for Disease Detection in Vegetables: A Comprehensive Review

M Mahmood ur Rehman, J Liu, A Nijabat, M Faheem… - Agronomy, 2024 - mdpi.com
Timely and accurate detection of diseases in vegetables is crucial for effective management
and mitigation strategies before they take a harmful turn. In recent years, convolutional …

Deep Learning in Agriculture: Convolutional Neural Network-Based Classification of Potato Diseases for Enhanced Crop Management

G Shandilya, V Anand, R Chauhan… - 2024 2nd World …, 2024 - ieeexplore.ieee.org
Global food security is greatly enhanced by potatoes, which are a staple crop in every
country. Potato leaf diseases, however, represent a serious risk to agricultural productivity …

Exploring Deep Learning Models for Cinnamon Plant Disease Characterization: Discriminating Rough Bark from Stripe Canker

G Shandilya, V Anand, R Chauhan… - 2024 Asia Pacific …, 2024 - ieeexplore.ieee.org
The world market for spices is dominated by the important spice crop, cinnamon. Achieving
excellent yields and production standards in the cultivation of cinnamon depends on the …

Classification of Shells and Pebbles Using CNN with MobileNetV2 Transfer Learning

R Singh, N Sharma, D Upadhyay… - 2024 2nd World …, 2024 - ieeexplore.ieee.org
The research paper provides a detailed analysis of shell and pebble classification using a
convolutional neural network (CNN) approach with the MobileNetV2 transfer learning …

Kidney Tumor Detection and Classification Using Convolutional Neural Network Architecture

G Kaur, N Sharma, S Malhotra… - 2024 2nd World …, 2024 - ieeexplore.ieee.org
This research focuses on developing a deep-learning model for the classification of medical
images to detect tumors. The study utilizes a dataset consisting of 8,400 images labeled as …

Identification of Sounds Using Deep Learning with MFCC Features Extraction

MRM Veeramanickam, A Ingavale… - 2024 IEEE AITU …, 2024 - ieeexplore.ieee.org
Environmental sound classification is an essential aspect of identifying different classes of
sounds using a machine learning approach. This work investigates the efficacy of …

Optimizing Vegetable Classification with Convolutional Neural Networks Model

MK Goel, G Singh - … on Intelligent Cyber Physical Systems and …, 2024 - ieeexplore.ieee.org
Improvement of effectiveness and quality control in the supply chain for agricultural products
depends on correct vegetable categorization. This paper uses a large collection of different …