Research Article

FCN Network-Based Weed and Crop Segmentation for IoT-Aided Agriculture Applications

Table 4

Comparison between FCN (16/23) from pattern 1 and FCN (16/23) from pattern 2 for plant pixels.

#Plant (%)

18.7987.9595.8472.9563.5366.0861.6
210.6990.6293.480.8485.5374.2780.26
34.4577.179.8574.1666.9160.5957.1
49.3195.3193.6968.7684.9466.2579.96
58.7987.2996.8678.7985.2570.482.55
610.9397.396.0271.0379.8469.3776.93
74.5292.0489.4877.0589.0371.9380.21
87.9893.8395.1768.883.7165.5879.91
94.8681.989.1979.3884.9367.2876.66
109.3896.192.8174.7285.7372.2180.01
1110.2192.7286.980.1389.9375.0578.83
128.5689.1692.9773.1485.4366.9279.86
135.7683.6566.271.8276.8262.7855.05
1412.692.7693.4478.987.597482.11
157.6897.3895.9969.3381.167.7978.08
1614.7490.192.0271.9778.3966.4573.09
1715.7594.8491.7571.6179.4468.6573.83
1812.6594.888.4881.6188.7377.7579.16
1911.1791.1190.2378.9287.5672.9779.6
2012.3596.0292.2778.1186.8875.3280.6
2113.197.1494.2981.7791.3379.4686.09
2210.8687.8286.9180.1582.1271.8472.78
2311.0875.9578.6481.1788.8264.3671.26
2413.4172.9283.4371.8286.4456.5673.46
9.9889.8389.8375.7183.3369.3375.79