Multidirection Object Detection in Aerial View of Traffic Target under Complex Scenes

Table 6

Comparison results of different module settings (%).

	No cascade	No location information	No data augmentation	CMDTD
Aircraft	83.60	88.18	88.73	88.15
Baseball field	65.05	82.99	81.17	84.46
Bridge	37.09	50.13	48.87	50.00
Athletic field	66.29	71.63	71.79	69.98
Car	64.09	70.20	69.03	69.51
Big car	60.49	74.11	74.43	73.68
Ship	76.00	85.08	85.39	85.50
Tennis court	86.43	90.65	90.65	90.35
Rugby field	60.67	77.53	77.76	81.09
Storage tank	67.40	83.74	84.07	83.52
Football field	44.23	53.32	53.30	59.10
Roundabout	51.23	66.01	65.29	65.33
Port	59.55	72.02	71.80	71.64
Swimming pool	54.19	66.36	65.89	66.48
Helicopter	37.73	51.38	58.03	54.28
MAP	60.94	72.22	72.48	72.81