IVS-Caffe - Hardware-Oriented Neural Network Model Development

Keyphrases

• Hardware Efficiency 100%
• Neural Network Model 100%
• Model-driven Development 100%
• Caffe 100%
• Intelligent Vision Systems 100%
• Accurate Model 40%
• Hardware Accelerator 40%
• Convolutional Neural Network 40%
• Mean Average Precision 40%
• Bit-width 40%
• Single Shot multibox Detector 40%
• Low Power Consumption 20%
• Convolution Neural Network 20%
• Neural Network 20%
• 12-bit 20%
• Development Tools 20%
• Convolutional Neural Network Model 20%
• Object Detection Algorithm 20%
• Output Features 20%
• Convolutional Layer 20%
• One-stage Object Detection 20%
• Network Development 20%
• Fully Connected Layer 20%
• MobileNet 20%
• Neural Network Accelerator 20%
• Depthwise Separable Convolution 20%
• YOLOv5 20%
• Fixed Point Model 20%
• Inception Module 20%
• Neural Network Inference 20%
• Faster R-CNN 20%
• Gradient Backpropagation 20%
• Two-stage Object Detection 20%
• Quantized Model 20%

Computer Science

• Convolutional Neural Network 100%
• Vision Systems 100%
• Neural Network Model 100%
• Model Development 100%
• Computer Hardware 100%
• Hardware Accelerator 60%
• Object Detection 40%
• Mean Average Precision 40%
• Neural Network 20%
• Input/Output 20%
• Fixed Points 20%
• Low Power Consumption 20%
• Network Inference 20%
• Development Tool 20%
• Convolution Layer 20%
• Depthwise Separable Convolution 20%
• Fully Connected Layer 20%

Engineering

• Network Model 100%
• Convolutional Neural Network 100%
• Hardware Accelerator 60%
• Target Model 40%
• Low Power Consumption 20%
• Fixed Points 20%
• Experimental Model 20%
• Development Tool 20%