Table 1 Results table for YOLO Class... | Emerald Publishing

Table 1

Results table for YOLO

Class	Train			Validation			Test
Class	Precision	Recall	mAP@50	Precision	Recall	mAP@50	Precision	Recall	mAP@50
All	0.792	0.723	0.793	0.749	0.764	0.806	0.676	0.689	0.716
catenary_pole	0.961	0.989	0.992	0.933	0.989	0.993	0.902	0.959	0.974
semaphore	0.709	0.750	0.850	0.639	0.796	0.819	0.653	0.677	0.716
warning_shield	0.960	0.818	0.856	0.948	0.818	0.900	0.886	0.826	0.890
road_lights	0.754	0.900	0.860	0.686	0.933	0.871	0.554	0.873	0.844
road_barrier	0.667	0.500	0.630	0.624	0.571	0.638	0.452	0.500	0.415
weights	0.703	0.379	0.573	0.664	0.478	0.617	0.607	0.298	0.455

Class	Train			Validation			Test
Class	Precision	Recall	mAP@50	Precision	Recall	mAP@50	Precision	Recall	mAP@50
All	0.792	0.723	0.793	0.749	0.764	0.806	0.676	0.689	0.716
catenary_pole	0.961	0.989	0.992	0.933	0.989	0.993	0.902	0.959	0.974
semaphore	0.709	0.750	0.850	0.639	0.796	0.819	0.653	0.677	0.716
warning_shield	0.960	0.818	0.856	0.948	0.818	0.900	0.886	0.826	0.890
road_lights	0.754	0.900	0.860	0.686	0.933	0.871	0.554	0.873	0.844
road_barrier	0.667	0.500	0.630	0.624	0.571	0.638	0.452	0.500	0.415
weights	0.703	0.379	0.573	0.664	0.478	0.617	0.607	0.298	0.455