Table 6 Effect of batch size on the performance of proposed skin lesion segmentation system.
From: Melanoma segmentation using deep learning with test-time augmentations and conditional random fields
Method | Model | Jaccard index |
|---|---|---|
16 | UNet | 84.11 |
ResUNet | 80.75 | |
ResUNet++ | 83.44 | |
32 | UNet | 83.39 |
ResUNet | 80.35 | |
ResUNet++ | 82.67 | |
64 | UNet | 82.32 |
ResUNet | 79.03 | |
ResUNet++ | 82.11 |
