Table 4.
Parameter setting of variables
Parameter | Meaning | Value |
---|---|---|
Size of preprocessed image set | 480 | |
Size of training set at k-th trial | 432 | |
Size of test set at k-th trial | 48 | |
Total number of k-folds | 10 | |
Number of new images for each DA | 30 | |
Number of DA techniques | 16 | |
Maximum color shift value | 50 | |
Total number of runs of K-fold cross validation | 10 | |
Number of conv layers/blocks | 4 | |
Number of fully connected layers/blocks | 2 |