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

Keyphrases

• 3D U-Net 100%
• Aeronautical Industry 20%
• Aerospace Components 100%
• Binary Semantic Segmentation 20%
• Carbon Fiber Composites 20%
• Composite Component 20%
• Convolutional Neural Network 100%
• Data Preprocessing 20%
• Deep Learning 20%
• Fiber Segmentation 20%
• Glass Fiber Composite 20%
• Hyperparameters 20%
• Optimized Model 20%
• Otsu Thresholding 40%
• Pore Segmentation 20%
• Prediction Accuracy 20%
• Reinforced Composite 20%
• Segmentation Accuracy 20%
• Segmentation Method 20%
• Small Pore 20%
• Tomography, X-ray Computed 40%

Material Science

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

Earth and Planetary Sciences

• Carbon Fiber 20%
• Composite Material 20%
• Preprocessing 20%
• Tomography 40%
• U-Net 100%
• X Ray 40%