Depth Semantic Segmentation of Tobacco Planting Areas from Unmanned Aerial Vehicle Remote Sensing Images in Plateau Mountains

Table 3

The accuracy evaluation indicators of 6 sample data.

Data	Network	Precision	Recall	F1	IoU	PA
Sample data 1	DeeplabV3+	96.79	98.79	97.78	95.66	96.79
	PSPNet	96.81	96.75	96.78	93.77	96.81
	SegNet	96.21	99.08	97.62	95.36	96.21
	U-Net	96.84	99.11	97.96	96.00	96.84
Sample data 2	DeeplabV3+	97.96	95.43	96.68	93.57	97.96
	PSPNet	96.78	99.38	98.06	96.20	96.78
	SegNet	97.42	85.54	91.09	83.65	97.42
	U-Net	96.61	80.94	88.08	78.70	96.61
Sample data 3	DeeplabV3+	89.43	96.80	92.97	86.86	89.43
	PSPNet	85.36	94.50	89.70	81.32	85.36
	SegNet	93.28	95.96	94.60	89.76	93.28
	U-Net	93.75	95.27	94.50	89.58	93.75
Sample data 4	DeeplabV3+	91.43	98.97	95.05	90.57	91.43
	PSPNet	93.37	97.43	95.35	91.12	93.37
	SegNet	96.34	97.28	96.81	93.82	96.34
	U-Net	97.25	97.70	97.48	95.08	97.25
Sample data 5	DeeplabV3+	73.85	97.27	83.96	72.35	73.85
	PSPNet	80.05	95.83	87.23	77.35	80.05
	SegNet	81.13	97.41	88.53	79.42	81.13
	U-Net	88.08	98.05	92.79	85.56	88.08
Sample data 6	DeeplabV3+	94.82	99.06	96.89	93.97	94.82
	PSPNet	94.74	97.27	95.99	92.29	94.74
	SegNet	95.59	96.75	96.17	92.62	95.95
	U-Net	95.94	97.82	96.87	93.93	95.94