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A Deep Learning Based Approach for Banana Plant Leaf Diseases ...


accurate detection of banana Xanthomonas wilt in complex African ...

The images analyzed using deep learning (DL) have revolutionized crop disease classification, achieving remarkable accuracy in image processing ...

Detection and Classification of Banana Leaf Diseases

This survey investigates methods for the early identification and classification of these banana leaf diseases using deep learning and machine learning ...

Mobile APP for Banana Leaf Spot Disease Detection and ...

[14] D. D. Pukale, Akshara Gupta, NidhiKamath, and Pallavi Mali,. “DeepLearning Based Approach for Banana Plant Leaf Diseases. Classification and Analysis,” ...

Analysis of banana plant health using machine learning techniques

This manuscript examines the prediction and detection of diseases in banana leaves, exploring various diseases, machine learning algorithms, and ...

Researchers proposes a novel method to identify banana leaf ...

Researchers proposes a novel method to identify banana leaf diseases based on KVA and GR-ARNet · Comments Section · Community Info Section · More ...

A Disease Prediction and Rectification System for Banana Leaf ...

A Deep Learning-based Approach for Banana Leaf Diseases Classification: Description: Apply deep neural networks to detect two famous banana diseases which ...

Banana Leaf Disease Detection Using Glcm Based Feature ...

"A deep learning- based approach for banana leaf diseases classification ... Deep neural networks based recognition of plant diseases by leaf image classification ...

A Transfer Learning-Based Deep Convolutional Neural Network for ...

learning approach to rapidly identify fusarium wilt infections on banana crop leaves. ... banana plant, stem, fruit, leaf, and disease.

Identification of Banana Leaf Disease Based on KVA and GR-ARNet

Existing studies are insufficient to provide a reliable method for accurately identifying banana leaf diseases. Therefore, this paper proposes a novel method to ...

Deep learning based banana plant detection and counting using ...

In this paper, we propose a deep learning (DL) based method to precisely detect and count banana plants on a farm exclusive of other plants, using high ...

BANANA LEAF DISEASE DETECTION USING MACHING LEARNING

The paper presents a deep learning-based approach for detecting diseases in banana leaves, which could be adapted for general leaf detection tasks. "Banana Leaf ...

ARTIFICIAL INTELLIGENCE TECHNIQUES FOR THE PEST ...

Purpose: This systematic review details the diseases that influence banana production and their detection. A common method for identifying plant ...

Automated Classification of Banana Leaf Diseases using an ...

A DeepLearning-based Approach for Banana Leaf. Diseases Classification. In ... Using Deep Learning for Image- Based Plant. Disease Detection. Frontiers ...

Banana Plant Disease Classification Using Hybrid Convolutional ...

If the test image of the leaf given as an input is a healthy leaf, then the process terminates. In the second phase, P2 construct a multiclass ...

AN EFFECTUAL MULTIVARIATE SVM INTEGRATED WITH CNN ...

To utilise deep learning approach to identify clearly visible banana plant diseases; ... Algergawy, “A deep learningbased approach for banana leaf diseases ...

BananaLSD: A banana leaf images dataset for classification of ...

The dataset could be useful for early leaf spot disease detection and appropriate intervention for banana growers in the context of smart farming. •. The ...

A stacking ensemble machine learning based approach for ...

Diseases and pests in plants/crops are major causes of significant agricultural losses with economic, social and ecological impacts. Therefore, there is a ...

A New Deep Learning-based Dynamic Paradigm Towards Open ...

Plant disease detection has made significant strides thanks to the emergence of deep learning. However, existing methods have been limited to ...

Heliyon - Cell Press

Developing a singular deep-learning model for identifying multiple plant leaf diseases is important owing to various compelling factors. This ...

Deep Learning for Plant Disease Detection and Classification - ThaiJo

Kumar, R., Chug, A., Singh, A.P. and Singh, D., 2022. A Systematic analysis of machine learning and deep learning based approaches for plant ...