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Table 1 Comparison of results of different encoder and decoder methods

From: Yield estimation of high-density cotton fields using low-altitude UAV imaging and deep learning

Segmentation model

mIoU (%)

Recall (%)

Precision (%)

F1-score (%)

Model 1

74.63

88.36

81.35

84.45

Model 2

74.85

88.77

83.84

85.29

Model 3

73.48

84.52

86.61

85.35

Model 4

77.13

84.71

90.82

87.93