Table 7 Accuracy values of ResNet50 integrated with SA model associated with different batch sizes 16, 32, 64, and 128 using SGD and Adam optimizers.

From: Scale-adaptive model for detection and grading of age-related macular degeneration from color retinal fundus images

Batch size

SGD (%)

Adam (%)

16

95.2

82

32

94.5

92

64

96.2

97.7

128

25.5

26

  1. Significant values are in [bold].
Back to article page