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. 2023 Feb 27;23(5):2640. doi: 10.3390/s23052640

Table 7.

Fit the model with different epoch values and analyze the performance.

Epoch Loss Accuracy F1 Score IOU
20 77.29 92.12 93.21 87.74
40 77.16 92.56 93.41 88.05
53 76.88 91.88 94.45 89.77
60 77.20 93.47 93.40 88.04
80 77.19 93.59 92.87 87.25
100 76.84 94.19 94.48 89.82
150 76.73 95.28 94.82 90.38
184 76.60 96.78 95.25 91.12
197 77.06 91.01 93.35 88.02