Plant disease prediction using convolutional neural network

Plant disease prediction using convolutional neural network

Every year India losses the significant amount of annual crop yield due to unidentified plant diseases. The traditional method of disease detection is manual examination by either farmers or experts, which may be time-consuming and inaccurate. It is proving infeasible for many small and medium-sized...

Full description

Bibliographic Details
Main Authors:	Hema M S, †, Niteesha Sharma, Y Sowjanya, Ch. Santoshini, R Sri Durga, V. Akhila
Format:	Article
Language:	English
Published:	Politeknik Elektronika Negeri Surabaya 2021-12-01
Series:	Emitter: International Journal of Engineering Technology
Subjects:	Plant disease Convolutional neural network VGG16 Resnet34 leaf image
Online Access:	https://emitter.pens.ac.id/index.php/emitter/article/view/640

Similar Items

Tumor-Net: convolutional neural network modeling for classifying brain tumors from MRI images
by: Abu Kowshir Bitto, et al.
Published: (2023-07-01)

Performance Analysis of Segmentation and Classification of CT-Scanned Ovarian Tumours Using U-Net and Deep Convolutional Neural Networks
by: Ashwini Kodipalli, et al.
Published: (2023-07-01)

Performance Evaluation of Different Decision Fusion Approaches for Image Classification
by: Ahmed Alwakeel, et al.
Published: (2023-01-01)

Comparison of Convolutional Neural Network Models for Feasibility of Selling Orchids
by: Nuke L Chusna, et al.
Published: (2024-12-01)

Weed Identification in Maize, Sunflower, and Potatoes with the Aid of Convolutional Neural Networks
by: Gerassimos G. Peteinatos, et al.
Published: (2020-12-01)

Music Genre Recommendations Based on Spectrogram Analysis Using Convolutional Neural Network Algorithm with RESNET-50 and VGG-16 Architecture
by: nyoman purnama
Published: (2022-06-01)

An Ensemble of the Convolutional Neural Network Model with Fuzzy Fusion Rank Algorithm for the Identification of Parkinson’s Disease Using Magnetic Resonance Imaging Images
by: M. Mahendran, et al.
Published: (2024-06-01)

Pre-trained deep learning models for brain MRI image classification
by: Srigiri Krishnapriya, et al.
Published: (2023-04-01)

Comparison Study of Convolutional Neural Network Architecture in Aglaonema Classification
by: Yessi Mulyani, et al.
Published: (2022-12-01)

AIpollen: An Analytic Website for Pollen Identification Through Convolutional Neural Networks
by: Xingchen Yu, et al.
Published: (2024-11-01)

Prediction of Skin Diseases using Convolutional Neural Networks as an Effort to Prevent Their Spread in Islamic Boarding School Environments
by: Ilham Rizky Agustin, et al.
Published: (2023-12-01)

Identification of lung disease types using convolutional neural network and VGG-16 architecture
by: Saiful Bukhori, et al.
Published: (2023-09-01)

Exploring Convolution Neural Network for Branch Prediction
by: Yonghua Mao, et al.
Published: (2020-01-01)

A convolutional neural network -VGG16 method for corrosion inhibition of 304SS in sulfuric acid solution by timoho leaf extract
by: Femiana Gapsari, et al.
Published: (2024-05-01)

Image-based Quality Identification of Black Soybean (Glycine soja) Using Convolutional Neural Network
by: Mas'ud Effendi, et al.
Published: (2023-07-01)

Application of Deep Convolutional Neural Networks in the Diagnosis of Osteoporosis
by: Róża Dzierżak, et al.
Published: (2022-10-01)

A Deep Learning Based Method for Detecting of Wear on the Current Collector Strips’ Surfaces of the Pantograph in Railways
by: Gulsah Karaduman, et al.
Published: (2020-01-01)

Assessing Deep Convolutional Neural Networks and Assisted Machine Perception for Urban Mapping
by: Yang Shao, et al.
Published: (2021-04-01)

A Sequential VGG16+CNN-Based Automated Approach With Adaptive Input for Efficient Detection of Knee Osteoarthritis Stages
by: Shafiq Ur Rehman, et al.
Published: (2024-01-01)

Development of an Artificial Intelligence-Based Breast Cancer Detection Model by Combining Mammograms and Medical Health Records
by: Nguyen Thi Hoang Trang, et al.
Published: (2023-01-01)

Automatic Identification of Single Bacterial Colonies Using Deep and Transfer Learning
by: Shimaa A. Nagro, et al.
Published: (2022-01-01)

Reduced computational cost prototype for street theft detection based on depth decrement in Convolutional Neural Network. Application to Command and Control Information Systems (C2IS) in the National Police of Colombia.
by: Julio Suarez-Paez, et al.
Published: (2018-11-01)

A Voxel Generator Based on Autoencoder
by: Bo-Cheng Huang, et al.
Published: (2022-10-01)

Cooperative Spectrum Sensing Based on Convolutional Neural Networks
by: Youheng Tan, et al.
Published: (2021-05-01)

Classification of Animal Behaviour Using Deep Learning Models
by: M. Sowmya, et al.
Published: (2024-12-01)

Deep automatic soil roughness estimation from digital images
by: M. Ivanovici, et al.
Published: (2024-12-01)

Fiber classification method based on improved ResNet-50 network
by: HUANG Xuan, et al.
Published: (2022-08-01)

Integrated Generative Adversarial Networks and Deep Convolutional Neural Networks for Image Data Classification: A Case Study for COVID-19
by: Ku Muhammad Naim Ku Khalif, et al.
Published: (2024-01-01)

Measuring Student Engagement through Behavioral and Emotional Features Using Deep-Learning Models
by: Nasir Mahmood, et al.
Published: (2024-10-01)

The Implementation of Convolutional Neural Network in Recognize Lontara Text
by: Wahyu Arthanugraha, et al.
Published: (2024-08-01)

Plant leaf disease recognition based on improved SinGAN and improved ResNet34
by: Jiaojiao Chen, et al.
Published: (2024-06-01)

Explainable Neural Network for Classification of Cotton Leaf Diseases
by: Javeria Amin, et al.
Published: (2022-11-01)

Multi-Techniques for Analyzing X-ray Images for Early Detection and Differentiation of Pneumonia and Tuberculosis Based on Hybrid Features
by: Ibrahim Abdulrab Ahmed, et al.
Published: (2023-02-01)

A Shallow Convolutional Learning Network for Classification of Cancers Based on Copy Number Variations
by: Ahmad AlShibli, et al.
Published: (2019-09-01)

Automatic Leukocytes Classification using Deep Convolutional Neural Network
by: SUGONDO HADIYOSO, et al.
Published: (2023-01-01)

Application of improved VGG-16 convolutional neural network algorithm on nitrile rubber sheet recognition
by: Chen HE, et al.
Published: (2021-04-01)

Fingerprint recognition using convolution neural network with inversion and augmented techniques
by: Reena Garg, et al.
Published: (2024-12-01)

Klasifikasi Kanker Kulit menggunakan Metode Convolutional Neural Network dengan Arsitektur VGG-16
by: REGITA AGUSTINA, et al.
Published: (2022-04-01)

Real-Time Face Mask Detection to Ensure COVID-19 Precautionary Measures in the Developing Countries
by: Haleem Farman, et al.
Published: (2022-04-01)

Using VGG Models with Intermediate Layer Feature Maps for Static Hand Gesture Recognition
by: Osamah Y. Fadhil, et al.
Published: (2023-10-01)