BoltVision: A Comparative Analysis of CNN, CCT, and ViT in Achieving High Accuracy for Missing Bolt Classification in Train Components

Keyphrases

• Comparative Analysis 100%
• Convolutional Neural Network 100%
• Edge Devices 100%
• Compact Convolutional Transformers 100%
• Safety Inspection 40%
• Predictive Maintenance 20%
• Transportation Industry 20%
• Visual Inspection 20%
• System Failure 20%
• Computational Resources 20%
• Rail Transportation 20%
• Computer Vision 20%
• Detection Performance 20%
• Object Detection 20%
• Machine Learning Models 20%
• Deep Learning Algorithm 20%
• Computer Vision Techniques 20%
• Train Service 20%
• Maintenance Inspection 20%
• Inspection Mechanism 20%
• Safety Assurance 20%
• Learning Computers 20%
• Transformer Architecture 20%
• Edge Machine Learning 20%
• Mishaps 20%
• Network Vision 20%
• Assessment Capability 20%
• Specific Safety 20%
• Predictive Safety 20%
• Bolt Looseness Detection 20%
• Vision Transformer 20%
• Inspection Challenges 20%

Engineering

• Comparative Analysis 100%
• Convolutional Neural Network 100%
• Illustrates 50%
• Predictive Maintenance 50%
• Visual Inspection 50%
• Cutting Edge 50%
• Learning System 50%
• Detection Performance 50%
• Deep Learning Method 50%
• Computervision 50%
• Critical Element 50%
• Computational Resource 50%
• Pivotal Role 50%