Custom Network Quantization Method for Lightweight CNN Acceleration on FPGAs

Table 7

Object detection network YOLOv3 model size, mAP@0.5, and FPS.

Network	Size (M)	mAP@0.5 (%)	FPS
YOLOv3-F	89.12	79.64	—
YOLOv3-C	24.45	78.77	3.79
YOLOv3-O	22.01	78.69	8.58