Smart Detection of Tomato Leaf Diseases Using Transfer Learning-Based Convolutional Neural Networks

Plant diseases affect the availability and safety of plants for human and animal consumption and threaten food safety, thus reducing food availability and access, as well as reducing crop yield and quality. There is a need for novel disease detection methods that can be used to reduce plant losses d...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	Agriculture
المؤلفون الرئيسيون:	Alaa Saeed, A. A. Abdel-Aziz, Amr Mossad, Mahmoud A. Abdelhamid, Alfadhl Y. Alkhaled, Muhammad Mayhoub
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	MDPI AG 2023-01-01
الموضوعات:	deep learning convolutional neural networks inception V3 inception ResNet V2 tomato disease diagnosis
الوصول للمادة أونلاين:	https://www.mdpi.com/2077-0472/13/1/139

مواد مشابهة

Comparative analysis of deep learning models for crack detection in buildings
حسب: S. Siva Rama Krishnan, وآخرون
منشور في: (2025-01-01)

Enhanced climate change resilience on wheat anther morphology using optimized deep learning techniques
حسب: Arifa Zahir, وآخرون
منشور في: (2024-10-01)

RAI-Net: Tomato Plant Disease Classification Using Residual-Attention-Inception Network
حسب: Ritesh Maurya, وآخرون
منشور في: (2025-01-01)

Selective Feature Sets Based Fake News Detection for COVID-19 to Manage Infodemic
حسب: Manideep Narra, وآخرون
منشور في: (2022-01-01)

Recognition of Endemic Bird Species Using Deep Learning Models
حسب: Yo-Ping Huang, وآخرون
منشور في: (2021-01-01)

Conv-ViT: A Convolution and Vision Transformer-Based Hybrid Feature Extraction Method for Retinal Disease Detection
حسب: Pramit Dutta, وآخرون
منشور في: (2023-07-01)

Advanced MRI based Alzheimer’s diagnosis through ensemble learning techniques
حسب: Suthir Sriram, وآخرون
منشور في: (2025-09-01)

iSPLInception: An Inception-ResNet Deep Learning Architecture for Human Activity Recognition
حسب: Mutegeki Ronald, وآخرون
منشور في: (2021-01-01)

An insightful analysis of CNN-based dietary medicine recognition
حسب: Mohammad Didarul Alam, وآخرون
منشور في: (2025-03-01)

Performance of ResNet‐18 and InceptionResNetV2 in Automated Detection of Diabetic Retinopathy
حسب: Akwasi Asare, وآخرون
منشور في: (2025-09-01)

Comparison of Transfer Learning Techniques to Classify Brain Tumours Using MRI Images
حسب: Jayneet Jain, وآخرون
منشور في: (2024-01-01)

Skin Lesion Classification Using a Deep Ensemble Model
حسب: Su Myat Thwin, وآخرون
منشور في: (2024-06-01)

Convolutional Neural Networks Using Enhanced Radiographs for Real-Time Detection of <i>Sitophilus zeamais</i> in Maize Grain
حسب: Clíssia Barboza da Silva, وآخرون
منشور في: (2021-04-01)

Landfill Waste Segregation Using Transfer and Ensemble Machine Learning: A Convolutional Neural Network Approach
حسب: Angelika Sita Ouedraogo, وآخرون
منشور في: (2023-08-01)

Improved sarcoidosis disease detection using deep learning and histogram of oriented gradients with quantum SVM
حسب: Aleka Melese Ayalew, وآخرون
منشور في: (2025-02-01)

Nutrients deficiency diagnosis of rice crop by weighted average ensemble learning
حسب: Md. Simul Hasan Talukder, وآخرون
منشور في: (2023-08-01)

Rapid Aircraft Wake Vortex Identification Model Based on Optimized Image Object Recognition Networks
حسب: Leilei Deng, وآخرون
منشور في: (2024-10-01)

Early detection of gynecological malignancies using ensemble deep learning models: ResNet50 and inception V3
حسب: Chetna Vaid Kwatra, وآخرون
منشور في: (2025-01-01)

Deep Learning based Framework for Emotion Recognition using Facial Expression
حسب: Nimra Bukhari, وآخرون
منشور في: (2022-11-01)

Early-stage cardiomegaly detection and classification from X-ray images using convolutional neural networks and transfer learning
حسب: Aleka Melese Ayalew, وآخرون
منشور في: (2024-12-01)

Investigating Effective Geometric Transformation for Image Augmentation to Improve Static Hand Gestures with a Pre-Trained Convolutional Neural Network
حسب: Baiti-Ahmad Awaluddin, وآخرون
منشور في: (2023-11-01)

ECARRNet: An Efficient LSTM-Based Ensembled Deep Neural Network Architecture for Railway Fault Detection
حسب: Salman Ibne Eunus, وآخرون
منشور في: (2024-04-01)

Diagnosing Melanomas in Dermoscopy Images Using Deep Learning
حسب: Ghadah Alwakid, وآخرون
منشور في: (2023-05-01)

SkinIncept: an ensemble transfer learning-based approach for multiclass skin disease classification using InceptionV3 and InceptionResNetV2
حسب: Md. Hasan Imam Bijoy, وآخرون
منشور في: (2025-05-01)

AI-Driven Plant Health Assessment: A Comparative Analysis of Inception V3, ResNet-50 and ViT with SHAP for Accurate Disease Identification in Taro
حسب: Valeria Maeda-Gutiérrez, وآخرون
منشور في: (2024-12-01)

Multi‐Disease Detection in Retinal Imaging Using VNet with Image Processing Methods for Data Generation
حسب: Samad Azimi Abriz, وآخرون
منشور في: (2025-08-01)

Mask region-based convolutional neural network and VGG-16 inspired brain tumor segmentation
حسب: Niha Kamal Basha, وآخرون
منشور في: (2024-07-01)

Phân loại ung thư vú sử dụng kết hợp thuật toán phân tích chùm mờ và mạng học sâu Inception ResNet - V2
حسب: Vo Van Tai, وآخرون
منشور في: (2025-06-01)

ResRandSVM: Hybrid Approach for Acute Lymphocytic Leukemia Classification in Blood Smear Images
حسب: Adel Sulaiman, وآخرون
منشور في: (2023-06-01)

Explainable lung cancer classification with ensemble transfer learning of VGG16, Resnet50 and InceptionV3 using grad-cam
حسب: Yogesh Kumaran S, وآخرون
منشور في: (2024-07-01)

Improving Early Detection and Classification of Lung Diseases With Innovative MobileNetV2 Framework
حسب: Amrita Tripathi, وآخرون
منشور في: (2024-01-01)

Automatic detection of brain tumors with the aid of ensemble deep learning architectures and class activation map indicators by employing magnetic resonance images
حسب: Omer Turk, وآخرون
منشور في: (2024-05-01)

Enhancing Brain Tumor Classification with Transfer Learning across Multiple Classes: An In-Depth Analysis
حسب: Syed Ahmmed, وآخرون
منشور في: (2023-12-01)

Deep convolutional architecture‐based hybrid learning for sleep arousal events detection through single‐lead EEG signals
حسب: Andia Foroughi, وآخرون
منشور في: (2023-06-01)

A Driver Gaze Estimation Method Based on Deep Learning
حسب: Sayyed Mudassar Shah, وآخرون
منشور في: (2022-05-01)

Measuring Student Engagement through Behavioral and Emotional Features Using Deep-Learning Models
حسب: Nasir Mahmood, وآخرون
منشور في: (2024-10-01)

An Advancing GCT-Inception-ResNet-V3 Model for Arboreal Pest Identification
حسب: Cheng Li, وآخرون
منشور في: (2024-04-01)

Pre-trained deep learning models for brain MRI image classification
حسب: Srigiri Krishnapriya, وآخرون
منشور في: (2023-04-01)

Improved Image Quality Assessment by Utilizing Pre-Trained Architecture Features with Unified Learning Mechanism
حسب: Jihyoung Ryu
منشور في: (2023-02-01)

ResNet Based Deep Features and Random Forest Classifier for Diabetic Retinopathy Detection
حسب: Muhammad Kashif Yaqoob, وآخرون
منشور في: (2021-06-01)