Research Article

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

Table 6

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

#Weed (%)

19.9470.1157.6638.6276.7533.1649.06
28.1981.8476.9932.9570.7630.758.37
36.7691.7972.8831.9560.8231.0549.58
46.7774.9686.7348.3371.1741.6164.13
58.194.1989.4541.4582.1340.474.79
68.7788.3585.650.7175.1147.566.63
74.9787.4990.6639.0463.2436.9759.32
84.9473.5783.6146.0873.4439.5364.15
95.6698.493.0839.4569.5739.1766.09
105.1588.6988.1943.767.0741.3861.49
116.7896.0193.2344.8358.0643.9955.67
124.7384.9392.9339.6864.0237.0661
135.8595.5581.6538.5535.4437.8532.82
144.187.2186.5731.0158.5229.6653.62
153.3280.6581.843.1170.6539.0661.01
163.8651.4751.6518.5942.5415.8530.45
173.7546.7938.3814.2623.1312.316.91
183.2585.4560.0925.1821.124.1418.52
191.7825.9557.513.6920.963.3618.17
200.8311.144.375.095.13.682.48
211.135.1448.8217.5540.613.328.5
224.2575.2863.9527.0451.5924.8439.97
2310.992.5390.0230.2950.3129.5647.62
2412.9276.2888.5730.1758.5427.5854.4
4.8474.7473.5232.5554.6130.1547.28