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. 2021 Jan 11;11(1):105. doi: 10.3390/diagnostics11010105

Table 4.

List of selected real-time augmentation with arguments and their description.

Sr.No Augmentation Arguments Description
1. featurewise_center Set input mean to 0 over the dataset
2. featurewise_std_normalization Divide inputs by standard deviation of dataset
3. zca_epsilon = 1 × 10−6 Epsilon for Zero-phase whitening (ZCA) whitening
4. fill mode = ‘nearest’ Set mode for filling points outside the input boundaries
5. horizontal flip = True Randomly flip images horizontally
6. vertical flip = True Randomly flip images vertically