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. 2020 Oct 6;2020:8889023. doi: 10.1155/2020/8889023

(a) Original images/single augmentation-based models (for 26 models)

Sr. No. Hyperparameter Value
1 Number of iterations 400
2 Batch size 16
3 Number of epochs 24
4 Image size 256
5 Internal validation size 0.1
6 Filter size (1st convolutional layer) 3
7 Number of filters (1st convolutional layer) 32
8 Filter size (2nd convolutional layer) 5
9 Number of filters (2nd convolutional layer) 64
10 Filter size (3rd convolutional layer) 7
11 Number of filters (3rd convolutional layer) 128
12 Fully connected layer size 256