REQ-YOLO: A resource-aware, efficient quantization framework for object detection on FPGAS

Keyphrases

• Heterogeneous Weights 100%
• Energy Efficient Implementation 50%
• Low-bit 50%
• XNOR-Net 50%
• Memory Bandwidth 50%
• YOLO Model 50%
• Implementation on FPGA 50%
• Constrained Systems 50%
• Template-based 50%
• Synthesis Framework 50%
• Binary Neural Network 50%
• Element Structure 50%
• Automatic Synthesis 50%

Computer Science

• Effective Optimization 50%
• Memory Bandwidth 50%
• Automatic Synthesis 50%