Usage of 3D U-net Convolutional Neural Network for the inspection of aerospace components

Keyphrases

• Convolutional Neural Network 100%
• U-Net 100%
• Aerospace Components 100%
• X-ray Computed Tomography (X-CT) 40%
• Otsu Thresholding 40%
• Data Preprocessing 20%
• Segmentation Method 20%
• Composite Component 20%
• Prediction Accuracy 20%
• Deep Learning Methods 20%
• Optimized Model 20%
• Carbon Fiber Composite 20%
• Hyperparameters 20%
• Aeronautical Industry 20%
• Small Pore 20%
• Pore Segmentation 20%
• Segmentation Accuracy 20%
• Reinforced Composites 20%
• Glass Fiber Composite 20%
• Multi-class Semantic Segmentation 20%
• Fiber Segmentation 20%

Engineering

• Aerospace Component 100%
• Convolutional Neural Network 100%
• Illustrates 50%
• Fiber-Reinforced Composite 50%
• Aviation 50%
• Data Preprocessing 50%
• Segmentation Method 50%
• Composite Material 50%
• Deep Learning Method 50%

Material Science

• X-Ray Computed Tomography 100%
• Composite Material 50%
• Carbon Fiber 50%
• Fiber-Reinforced Composite 50%
• Reinforced Composite 50%