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

Utilizing Aerial Imagery and Deep Learning Techniques for ...

learning-based approach for banana leaf diseases classification, Lecture ... of deep learning-based approaches for plant disease detection, Symmetry 11 ...

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

CNNs have been employed for the detection of various plant diseases, such as soybean plant diseases [16], apple black rot, grape leaf blight, tomato leaf mold, ...

Detection of Banana Leaf Disease and its Analysis Using Different ...

AlexNet: AlexNet is a convolutional neural network that has been employed for the purpose of disease detection in particularly in banana plant [12]. AlexNet, ...

DenseNet201Plus: Cost-effective transfer-learning architecture for ...

This paper introduces BananaSqueezeNet, a deep-learning model achieving 96.25% accuracy in diagnosing banana leaf diseases, surpassing existing ...

Sigatoka and Xanthomonas Banana Leaf Disease Detection Via ...

Classification was performed using a feed-forward backpropagation neural network. Jihen Amara et al. applied a deep learning-based approach to classify banana ...

Image Processing based Banana Leaf recognition and ... - IJIRMPS

Keywords: Banana plant diseases, Deep learning, Classification, Convolutional Neural Network (CNN), Ratio of Infected. Area (RIA), K- Nearest Neighbor (KNN), ...

Banana Leaf Disease Detection using CNN - Pantech Solutions

As deep convolutional neural networks (DCNN) and transfer learning has been successfully applied in various fields, it has freshly moved in the domain of just- ...

Deep Learning based Automated System for Banana Plant Disease ...

Chaudhari, N. and Patil, R. 2021. Classification, detection and diagnosis of banana leaf diseases using deep learning technique. International ...

Designing Automatic Banana Leaf Diseases Identification Model ...

The most common machine learning methods for classifying plant diseases and banana leaf disease are also discussed. ... approach based on convolution neural.

Survey on ML Based Banana Leaf Disease Classification - IJARSE

Besides, the proposed work uses Artificial Neural Network to classify the Banana plant diseases ... A Deep Learning-based Approach for Banana Leaf. Diseases ...

Classifying Banana Leaf Diseases with Hybrid Deep Learning Models

mohamed, A performance study of text summarization model using heterogeneous data sources, Int J Pure Appl Math, № 119, с. · amara, A Deep Learning-based ...

Banana Disease Detection using CNN - A Deep Learning-based ...

To deal with the mentioned challenges, we introduce a deep learning-based approach to classify and identify banana leaves diseases. The general architecture of ...

A Deep Learning Model for Classifying Black Sigatoka Disease in ...

The tests were conducted on a dataset containing labelled images of banana leaves, assessing their effectiveness based on criteria such as ...

Classification of Diseases in Banana Leaves using Diagonal Path ...

Akila and Deepan [14] have applied deep- learning-based method to classify leaf diseases in various plants. Here, three detectors are used, namely Region ...

A Deep Learning-based Approach for Banana Leaf Diseases ...

2018-10-02-A-Deep-Learning-based-Approach for Banana Leaf Diseases Classification.md · Latest commit · History · Breadcrumbs.

Deep learning model for detection and classification of banana ...

This study proposes lightweight deep-learning algorithms for detecting and classifying banana diseases based on leaf images.

Plant diseases and pests detection based on deep learning: a review

[49] constructed a Deconvolution-Guided VGNet (DGVGNet) model to identify plant leaf diseases which were easily disturbed by shadows, occlusions ...

Banana Leaf Disease Detection Using Deep Learning Approach

we have implemented a machine learning model which helps in early detection of various diseases in banana plant and thus minimizes the loss of ...

An Approach to Identify and Classify Banana leaf pests using ...

A deep learning-based approach for banana leaf diseases classification. ... Image based Plant leaf disease detection using Deep learning. Int. J ...

Banana Leaf and Stem disease detection by using Classification ...

A Deep Learning-based Approach for Banana Leaf Diseases Classification ... The proposed work uses Artificial Neural Network to classify the Banana plant diseases.