Identification of durian leaf disease using convolutional neural network

J Al Gallenero, J Villaverde - 2023 15th International …, 2023 - ieeexplore.ieee.org
Durian leaf disease is a severe agricultural issue in many parts of Southeast Asia, especially
in the Philippines. The conventional way of detecting these diseases was through manual …

InceptionV3, ResNet50, and VGG19 Performance Comparison on Tomato Ripeness Classification

JR Pangilinan, J Legaspi… - 2022 5th International …, 2022 - ieeexplore.ieee.org
Automated machine learning-based technology has become more critical in the agriculture
and food processing sectors. Various algorithms are utilized in creating image processing …

Classification of Lanzones Tree Leaf Diseases Using Image Processing Technology and a Convolutional Neural Network (CNN)

AS Muhali, NB Linsangan - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Nowadays, many artificial intelligence systems are developed to detect and classify plant
leaf diseases via image classification, and those researches achieved high-performance …

Determination of Sugar Apple Ripeness via Image Processing Using Convolutional Neural Network

RB Sanchez, JAC Esteves… - 2023 15th International …, 2023 - ieeexplore.ieee.org
One type of fruit that is seasonally available in the Philippines is the sugar apple which is
known as" Atis." Specifically, no technological advancements regarding sugar apples …

[PDF][PDF] Identification of Diseased Papaya Leaf through Transfer Learning

A Sainath Chaithanya, M Rachana - Indian Journal of Science …, 2023 - researchgate.net
Abstract Background/Objectives: Papaya leaf being an excellent source of bioactive
compounds plays a crucial role in the formulation of Ayurvedic remedies, irrespective of …

Transformative Diagnostics: The Rise of Federated Learning CNNs in Papaya Leaf Disease Detection

A Suryavanshi, V Kukreja, D Bordoloi… - … in Technology and …, 2024 - ieeexplore.ieee.org
There has been a growing need for practical answers to the problem of papaya leaf
diseases. Because of this, to present a new, spread-out, all-encompassing way to diagnose …

Pioneering Crop Health in Agriculture: Federated Learning CNNs in Papaya Leaf Disease Detection

P Aggarwal, A Choudhary, V Kukreja… - 2024 3rd International …, 2024 - ieeexplore.ieee.org
This research paper uses Federated Learning (FL) with Convolutional Neural Networks
(CNNs) to classify papaya leaves into five diseases. This research is carried out …

Fine-Grained Classification of Edible Mushrooms Using Convolutional Neural Network

KPL Bongat, LAP Garcia… - 2023 IEEE 5th Eurasia …, 2023 - ieeexplore.ieee.org
Previous research mainly focused on categorizing mushrooms based on their edibility using
varying features and non-image data types. Thus, fine-grained classification using deep …

Papaya Leaf Disease Identification using ResNet with Transfer Learning

HKL Madelo, JC Prieto, JRD Bajao… - 2023 8th International …, 2023 - ieeexplore.ieee.org
Papaya (Carica papaya) is an important tropical fruit crop known for its nutritional value and
economic significance. It is widely cultivated in many tropical and subtropical regions due to …

Phytoplankton Detection using Faster R-CNN for Greenwater Quality Monitoring

JB Duran, DPSA Manaois… - 2023 IEEE 5th Eurasia …, 2023 - ieeexplore.ieee.org
Phytoplankton are microscopic marine algae that are crucial to freshwater ecosystems.
These single-celled organisms are the base of aquatic food webs. They are too small to be …