Optimized CNN Architectures Benchmarking in Hardware-Constrained Edge Devices in IoT Environments

Keyphrases

• Edge Devices 100%
• Internet of Things Environment 100%
• Constrained Edge 100%
• Optimized Convolutional Neural Network 100%
• Convolutional Neural Network Architecture 100%
• Machine Learning Models 50%
• Constrained Environment 50%
• Model Driven Architecture 50%
• Execution Time 25%
• Transfer Learning 25%
• New Domains 25%
• Internet of Things Devices 25%
• Time Consumption 25%
• Internet of Things 25%
• Optimization Techniques 25%
• Feature Extractor 25%
• Small Sets 25%
• Classification Accuracy 25%
• Transfer Learning Model 25%
• Memory Footprint 25%
• Hardware Accelerator 25%
• Battery Consumption 25%
• Inference Process 25%
• EfficientNet Model 25%
• Unfreezing 25%
• Coral 25%

Computer Science

• Benchmarking 100%
• Convolutional Neural Network 100%
• Neural Network Architecture 100%
• Computer Hardware 100%
• Internet-Of-Things 100%
• Transfer Learning 50%
• Constrained Environment 50%
• Model Architecture 50%
• Machine Learning 50%
• Learning System 50%
• Execution Time 25%
• Optimization Technique 25%
• Classification Accuracy 25%
• Hardware Accelerator 25%
• Memory Footprint 25%
• Learning Technique 25%