[PDF][PDF] Real-Time Multiple Guava Leaf Disease Detection from a Single Leaf Using Hybrid Deep Learning Technique.
The guava plant has achieved viable significance in subtropics and tropics owing to its
flexibility to climatic environments, soil conditions and higher human consumption. It is …
flexibility to climatic environments, soil conditions and higher human consumption. It is …
Gld-det: Guava leaf disease detection in real-time using lightweight deep learning approach based on mobilenet
The guava plant is widely cultivated in various regions of the Sub-Continent and Asian
countries, including Bangladesh, due to its adaptability to different soil conditions and …
countries, including Bangladesh, due to its adaptability to different soil conditions and …
[HTML][HTML] Machine Learning and Deep Learning for Crop Disease Diagnosis: Performance Analysis and Review
HN Ngugi, AA Akinyelu, AE Ezugwu - Agronomy, 2024 - mdpi.com
Crop diseases pose a significant threat to global food security, with both economic and
environmental consequences. Early and accurate detection is essential for timely …
environmental consequences. Early and accurate detection is essential for timely …
Identification of Amaranthus Species Using Visible-Near-Infrared (Vis-NIR) Spectroscopy and Machine Learning Methods
The feasibility of rapid and non-destructive classification of six different Amaranthus species
was investigated using visible-near-infrared (Vis-NIR) spectra coupled with chemometric …
was investigated using visible-near-infrared (Vis-NIR) spectra coupled with chemometric …
Enhancing the Paddy Disease Classification by Using Cross‐Validation Strategy for Artificial Neural Network over Baseline Classifiers
Pathogens, including viruses, bacteria, and fungus, are the biotic agents that cause illnesses
in crops and are the major cause of yield losses of up to 16 percent in certain parts of the …
in crops and are the major cause of yield losses of up to 16 percent in certain parts of the …
Device-friendly Guava fruit and leaf disease detection using deep learning
This research presents a machine learning model that detects plant disease from images of
fruits and leaves. Five state-of-the-art machine learning models are used in this research …
fruits and leaves. Five state-of-the-art machine learning models are used in this research …
Classification of Guava Leaf Disease using Deep Learning
A DOUTOUM, R ERYİĞİT… - World Scientific and …, 2023 - avesis.ankara.edu.tr
A higher percentage of crops are affected by diseases, posing a challenge to agricultural
production. It is possible to increase productivity by detecting and forecasting diseases early …
production. It is possible to increase productivity by detecting and forecasting diseases early …
Agricultural Innovation: Federated Learning and CNNs in Guava Leaf Disease Classification
To solve the pervasive problem of guava leaf diseases, this research article provides a
ground-breaking study that uses Federated Learning (FL) in conjunction with Convolutional …
ground-breaking study that uses Federated Learning (FL) in conjunction with Convolutional …
Android-Based App Guava Leaf Diseases Identification using Convolution Neural Network
Guava is an economically significant fruit crop in many regions. Conventional plant disease
identification depends on skilled workers visually inspecting samples, which can be …
identification depends on skilled workers visually inspecting samples, which can be …
Hybrid Classification Model using CNN & SVM for Seven Wonders of the World
Deep learning approach provides a whole lot of spectrums of applications to classify and
analyze problems. To address categorization difficulties, deep learning is an excellent …
analyze problems. To address categorization difficulties, deep learning is an excellent …