Evaluation and optimisation of pre-trained CNN models for asphalt pavement crack detection and classification

Keyphrases

• Optimiser 100%
• DenseNet201 100%
• Pavement Crack Detection 100%
• Asphalt Pavement Cracks 100%
• Pre-trained CNN Models 100%
• VGG16 66%
• Diverse Features 33%
• Feature Selection Methods 33%
• Optimization Techniques 33%
• Noise Type 33%
• Noise Level 33%
• Crack Type 33%
• CNN Model 33%
• CNN Architecture 33%
• Pre-trained CNN 33%
• Darknet-19 33%
• ResNet101 33%
• VGG19 33%
• ShuffleNet 33%
• Crack Classification 33%
• Xception 33%

Engineering

• Asphalt Pavements 100%
• Crack Detection 100%
• Convolutional Neural Network 100%
• Optimization Technique 25%
• Applicability 25%
• Feature Extraction 25%

Material Science

• Asphalt 100%
• Crack Detection 100%