Article

Image Classification for Defect Detection of Light Aircraft

2024-04-19

Abstract excerpt

<title>Abstract</title> <p>Visual inspections of aircraft are a vital part of routine procedures for maintenance personnel in the aviation industry. However, visual inspections take up a considerable amount of time to perform and are susceptible to human error. To mitigate this, utilising image classification for detecting defects is proposed. This approach utilises transfer learning of ResNet-50 within MATLAB to...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: a5a0121b-5829-5b72-88c3-9def022fe80e
DOI: 10.21203/rs.3.rs-4274158/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Image Classification for Defect Detection of Light AircraftDOI 10.21203/rs.3.rs-4274158/v1Read

Using Convolutional Neural Networks to Automate Aircraft Maintenance Visual InspectionSemantic proximity Read

Deep Learning for Component Fault Detection in Electricity Transmission Lines.Semantic proximity Read

Wind Turbine Maintenance Cost Reduction by Deep Learning Aided Drone Inspection AnalysisSemantic proximity Read

Autonomous Vision-Based Primary Distribution Systems Porcelain Insulators Inspection Using UAVsSemantic proximity Read

Enhancing Image Classification Accuracy with Adaptive Learning Convolutional Neural Network (AL-CNN): A Hybrid of AlexNet and LeNet ArchitecturesSemantic proximity Read

No-reference image quality assessment with multi-scale weighted residuals and channel attention mechanismSemantic proximity Read

MAGNet: A camouflaged object detection network simulating the observation effect of a magnifierSemantic proximity Read

Optimal Surface Defect Detector Design Based on Deep Learning for 3D GeometrySemantic proximity Read

An Interpretable AI Approach for Machine Fault DiagnosisUsing Dynamic Gradient LRP and Guided Grad-CAM withThermographySemantic proximity Read

A Functional Deep Learning Framework for Rotary Machines Fault DetectionSemantic proximity Read

EMS-Resnet-DA Model With Perception Attention Mechanism for Effective Tissue Classification in Emphysema DiagnosisSemantic proximity Read

EfficientNet-B7-Based Transfer Learning with Image Preprocessing and Morphological Feature Fusion for Glaucoma DetectionSemantic proximity Read