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Table 6 The performance of DWFD and MDFF-DCA numbers with different numbers

From: DWTFormer: a frequency-spatial features fusion model for tomato leaf disease identification

Models

Fusion times

DWT level

Accuracy/%

F1-score/%

Params/M

FLOPs/G

SF1

1

1

96.98

96.70

16.29

4.97

SF2

2

2

97.86

97.58

27.50

6.28

SF3

3

2

99.28

99.10

33.69

7.96

SF4

4

4

99.63

99.27

42.32

10.59

  1.  “SF1” represented that the numbers of DWFD in each stage were set as 1,0,0,0. Similarly, “SF2,” “SF3,” and “SF4” represented that the numbers of DWFD in each stage were set as (1,1,0,0,0), (1,1,1,0,0), and (1,1,1,1,0), respectively
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Plant Methods

ISSN: 1746-4811