Web-based CNN application for Arabica Coffee leaf disease prediction in smart agriculture

Y Aufar, MH Abdillah, J Romadoni - Jurnal Resti (Rekayasa …, 2023 - jurnal.iaii.or.id
In the agriculture industry, plant diseases provide difficulty, particularly for Arabica coffee
production. A first step in eliminating and treating infections to avoid crop damage is …

CNN Method to Identify the Banana Plant Diseases based on Banana Leaf Images by Giving Models of ResNet50 and VGG-19

IR Syihad, M Rizal, Z Sari, Y Azhar - Jurnal RESTI (Rekayasa …, 2023 - jurnal.iaii.or.id
Identify banana plant diseases using machine learning with the CNN method to make it
easier to identify diseases in banana plants through leaf images. It employs the CNN …

Classification of Coffee Leaf Diseases using CNN

D Sucia, ATS Larasabi, Y Azhar… - Kinetik: Game Technology …, 2023 - kinetik.umm.ac.id
Indonesia's coffee industry plays a crucial role as a major export, making a significant
contribution to the country's economy by generating foreign exchange. The quality and …

[PDF][PDF] Recognition of mango leaf disease using convolutional neural network models: a transfer learning approach

A Rajbongshi, T Khan, M Pramanik… - Indonesian Journal …, 2021 - pdfs.semanticscholar.org
The acknowledgment of plant diseases assumes an indispensable part in taking infectious
prevention measures to improve the quality and amount of harvest yield. Mechanization of …

[PDF][PDF] Strawberry Plant Diseases Classification Using CNN Based on MobileNetV3-Large and EfficientNet-B0 Architecture

DA Pramudhita, F Azzahra, IK Arfat… - Jurnal Ilmiah Teknik …, 2023 - eprints.uad.ac.id
Strawberry is a plant that has many benefits and a high risk of being attacked by pests and
diseases. Diseases in strawberry plants can cause a decrease in the quality of fruit …

An Intelligent System-Based Coffee Plant Leaf Disease Recognition Using Deep Learning Techniques on Rwandan Arabica Dataset

E Hitimana, OJ Sinayobye, JC Ufitinema… - Technologies, 2023 - mdpi.com
Rwandan coffee holds significant importance and immense value within the realm of
agriculture, serving as a vital and valuable commodity. Additionally, coffee plays a pivotal …

[PDF][PDF] Citrus leaves disease diagnosis

EA Mohammed, GH Mohammed - Indonesian Journal of Electrical …, 2023 - academia.edu
Agriculture is the most important sector in developing countries, so the main source of
concern for farmers is plant diseases that lead to a lack of production and a waste of money …

[PDF][PDF] Classifying Barako coffee leaf diseases using deep convolutional models

FJP Montalbo, AA Hernandez - International Journal of Advances in …, 2020 - core.ac.uk
The coffee industry made immense global contributions to society, placing as the second
most traded commodity next to crude oil worldwide. With an estimated amount of 15 billion …

Explainable deep learning for coffee leaf disease classification in smart agriculture: a visual approach

K Mridha, FG Tola, I Khalil, SMJ Jakir… - 2023 International …, 2023 - ieeexplore.ieee.org
In recent years, the application of deep learning techniques for plant disease classification
has become increasingly important for smart agriculture. Early classification and treatment of …

Performance Comparison of Convolutional Neural Network and MobileNetV2 for Chili Diseases Classification

ANM Ramadhani, GW Saraswati, RT Agung… - … (Rekayasa Sistem dan …, 2023 - jurnal.iaii.or.id
Chili is an important agricultural commodity in Indonesia and plays an significant role in the
economic growth of the country. Its demand from households and industries reaches up to …