RK1808 YOLO系列速度统计

RK1808 YOLO系列速度统计:

Model	Input Size	INT8 model size / MB	FPS(800MHz)	AP / %
YOLOv3	416x416	62.2	10.95	31.2
YOLOv4	608x608	64.7	0.934	49.7
YOLOv4-csp-swish	640x640	53.2	5.38	50.3
YOLOv5m	640x640	21.4	10.58	45.4
YOLOv7	640x640	37.2	6.40	51.2
YOLOv8m	640x640	26.1	7.81	50.2

Tiny-version:

Model	Input Size	INT8 model size / MB	FPS(800MHz)	AP / %
YOLOv3-tiny	416x416	8.9	81.04
YOLOv4-tiny	416x416	6.1	59.86	24.9
YOLOv5n	640x640	2.0	31.27	28.0
YOLOv5s	640x640	7.4	19.02	37.4
YOLOv7-tiny	416x416	6.4	40.33	35.2
YOLOv8n	640x640	3.3	40.88	37.3
YOLOv8s	640x640	11.3	18.11	44.9

更新 YOLOv8 系列

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