Crop Pest and Diseases Classification Using ResNet and Inception Network

QR Code

Crop Pest and Diseases Classification Using ResNet and Inception Network

Traditional identification and classification methods of pests and diseases mainly rely on manual experience and feature extraction, which have the disadvantages of low accuracy and being easily affected by lighting, angle, and other conditions. Therefore, how to identify and predict crop pests and...

Full description

Bibliographic Details
Published in:	2024 5th International Conference on Artificial Intelligence and Data Sciences, AiDAS 2024 - Proceedings
Main Author:	2-s2.0-85209626774
Format:	Conference paper
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85209626774&doi=10.1109%2fAiDAS63860.2024.10729964&partnerID=40&md5=585ef1a583be49f683b8c9bb20621243

Similar Items

Classification of Cervical Precancerous Cell of ThinPrep Images Based on Deep Learning Model AlexNet and InceptionV3
by: 2-s2.0-85133141911
Published: (2022)

Free and Unfree Weed Classification in Young Palm Oil Crops Using Artificial Neural Network
by: 2-s2.0-85174485337
Published: (2023)

Power Quality Disturbances Classification Analysis Using EfficientNet Architecture
by: Zabidi, et al.
Published: (2024)

Classification of Diabetic Retinopathy Disease Using Convolutional Neural Network
by: 2-s2.0-85130573222
Published: (2022)

DenseHillNet: a lightweight CNN for accurate classification of natural images
by: 2-s2.0-85194107878
Published: (2024)

Global research trends in oil palm pests and their potential threat: a bibliometric analysis
by: Che Hussian C.H.A.; Seman-Kamarulzaman A.-F.; Othman N.W.; Nor Muhammad N.A.; Jalinas J.; Zainal Abidin C.M.R.; Zifruddin A.N.; Hassan M.
Published: (2025)

Genomic insights into the evolution of Echinochloa species as weed and orphan crop
by: 2-s2.0-85123972850
Published: (2022)

Omics Data Integration of Rhynchophorus Ferrugineus Reveals High-Potential Targeted Pathways for the Development of Pest Control Management
by: 2-s2.0-85218432743
Published: (2025)

Paddy Diseases Multi-Class Classification using CNN Variants
by: 2-s2.0-85189140711
Published: (2023)

Classification of Starfruit Ripeness using Neural Network Technique
by: 2-s2.0-85093840271
Published: (2020)

Genomic insights into the evolution of Echinochloa species as weed and orphan crop
by: Wu D.; Shen E.; Jiang B.; Feng Y.; Tang W.; Lao S.; Jia L.; Lin H.-Y.; Xie L.; Weng X.; Dong C.; Qian Q.; Lin F.; Xu H.; Lu H.; Cutti L.; Chen H.; Deng S.; Guo L.; Chuah T.-S.; Song B.-K.; Scarabel L.; Qiu J.; Zhu Q.-H.; Yu Q.; Timko M.P.; Yamaguchi H.; Merotto A., et al.
Published: (2022)

Evaluation of CNN, alexnet and GoogleNet for fruit recognition
by: 2-s2.0-85051792349
Published: (2018)

RMHA-Net: Robust Optic Disc and Optic Cup Segmentation Based on Residual Multiscale Feature Extraction With Hybrid Attention Networks
by: Zedan, et al.
Published: (2025)

RMHA-Net: Robust Optic Disc and Optic Cup Segmentation Based on Residual Multiscale Feature Extraction With Hybrid Attention Networks
by: Zedan M.J.M.; Abdani S.R.; Lee J.; Zulkifley M.A.
Published: (2025)

Assessment of Crop Site Suitability of Under-Utilized Land Using Multi-Criteria Decision and Geospatial Techniques
by: Adnan N.A.; Azmi A.F.M.N.; Raseetha; Manikam V.S.; Rahman S.M.A.; Rakibe I.; Rashid W.E.W.; Abbas A.R.; Ruslan N.I.; Suhardi A.
Published: (2024)

Analysis of Photovoltaic Cell Defect Classification Using Residual Neural Network
by: 2-s2.0-85219521304
Published: (2024)

Classification of leaf disease from image processing technique
by: 2-s2.0-85040936799
Published: (2018)

Ocular Disease Recognition System Using Convolutional Neural Network
by: Fauzi, et al.
Published: (2024)

Classification Type of Asynchrony Breathing Image Using 2-Dimensional Convolutional Neural Network
by: 2-s2.0-85177443458
Published: (2023)

Crack detection and classification in asphalt pavement images using deep convolution neural network
by: 2-s2.0-85065018963
Published: (2019)

A review on the applications of petri nets in modeling, analysis, and control of urban traffic
by: 2-s2.0-84878742083
Published: (2013)

Mesh grid of SILVACO TCAD effect on net doping profile for NMOS structures
by: 2-s2.0-70450286458
Published: (2009)

Mixed intercropping with long-term and short-term crops in Gubuk Alang, Kopang, Lombok, Indonesia
by: Ananda, et al.
Published: (2024)

Mushroom as a resilient crop: a paradigm shift from agri-litters to healthy and ecofriendly food production
by: 2-s2.0-85178481357
Published: (2023)

Breast Cancer Classification through Meta-Learning Ensemble Technique Using Convolution Neural Networks
by: 2-s2.0-85164711241
Published: (2023)

Classification of nutrient deficiency in oil palms from leaf images using convolutional neural network
by: 2-s2.0-85136305765
Published: (2022)

Convolutional Neural Network featuring VGG-16 Model for Glioma Classification
by: 2-s2.0-85139452252
Published: (2022)

DETERMINING SUITABLE SPATIAL RESOLUTION TO ESTIMATE NITROGEN STATUS IN MD2 PINEAPPLE CROP CULTIVATED ON MINERAL SOIL
by: Hasni R.; Mohidin H.; Khan M.Y.M.A.; Narawi A.; Banchit A.; Tamrin K.F.; Jack R.; Jos S.; Salam N.D.
Published: (2022)

Neural network diagnostic system for dengue patients risk classification
by: Faisal T.; Taib M.N.; Ibrahim F.
Published: (2012)

Better Network Optimization Through Batch Normalization in Left Ventricle Chamber Classification
by: 2-s2.0-105000173429
Published: (2025)

When crop straw meets CO2-intensive process industries in China: The potential of CO2 mitigation and techno-economic analysis
by: 2-s2.0-85219055185
Published: (2025)

Image Classification of Graphene Oxide Thin Films’ Sheet Resistance using a Convolution Neural Network
by: Yusri M.W.B.; Masrie M.; Badaruddin S.A.M.; Burham N.; Janin Z.; Saad H.
Published: (2024)

Automatic music emotion classification using artificial neural network based on vocal and instrumental sound timbres
by: Mokhsin M.B.; Rosli N.B.; Wan Adnan W.A.; Abdul Manaf N.
Published: (2014)

Machine-learning approach using sar data for the classification of oil palm trees that are non-infected and infected with the basal stem rot disease
by: 2-s2.0-85108782223
Published: (2021)

Evaluating aspect-based sentiment classification on Twitter hate speech using neural networks and word embedding features
by: Zainuddin N.; Selamat A.; Ibrahim R.
Published: (2018)

Suitable MLP network activation functions for breast cancer and thyroid disease detection
by: 2-s2.0-79952087016
Published: (2010)

Investigation of RGB to HSI Conversion Methods for Early Plant Disease Detection Using Hierarchical Synthesis Convolutional Neural Networks
by: 2-s2.0-85130556314
Published: (2022)

Optimizing Network Classification Performance by Geometric Transformations on Delayed Enhancement Cardiac Magnetic Resonance Imaging
by: 2-s2.0-85172901294
Published: (2023)

Cost-effectiveness analysis of tube feeding among older adults with advanced dementia in Japan: A net benefit regression approach
by: 2-s2.0-86000616329
Published: (2025)

Convolutional Neural Network Based Deep Learning Model for Accurate Classification of Durian Types
by: Diana D.; Kurniawan T.B.; Dewi D.A.; Alqudah M.K.; Alqudah M.K.; Zakari M.Z.; Fuad E.F.B.E.
Published: (2025)