FPGA-Based Real-Time Embedded Fish Embryo Detection System

Table 4

Indicators of the quantization model.

	mAP (%)	Model size (MB)	FPS on GPU
Pruned model	86.14	110.4	17.4
INT8 quantization	83.52	24.9	33.9
INT4 quantization	82.49	12.8	50.3