Research Article

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

Table 7

Comparison between FCN (16/23) and FCN (26/13) from pattern 2 for weed pixels.

#Weed (%)

19.9457.6676.7549.06
28.1976.9970.7658.37
36.7672.8860.8249.58
46.7786.7371.1764.13
58.189.4582.1374.79
68.7785.675.1166.63
74.9790.6663.2459.32
84.9483.6173.4464.15
95.6693.0869.5766.09
105.1588.1967.0761.49
116.7893.2358.0655.67
124.7392.9364.0261
135.8581.6587.8935.4443.2932.8240.84
144.186.5786.7458.5258.4253.6253.6
153.3281.880.7170.6568.2961.0158.67
163.8651.6564.4342.5453.2130.4541.13
173.7538.3850.4823.1331.916.9124.33
183.2560.0967.3321.123.118.5220.79
191.7857.5148.8120.9626.8518.1720.98
200.834.378.455.112.482.485.37
211.148.8227.9640.642.0428.520.22
224.2563.9557.6951.5954.9639.9739.18
2310.990.0289.2450.3152.8547.6249.65
2412.9288.5786.5458.5456.154.451.57
4.8473.5263.0254.6143.6347.2835.53
4.6662.7863.0239.8743.6333.7135.53