Table 2 Training strategies selection.
From: Towards image-based cancer cell lines authentication using deep neural networks
Grayscale | RGB | Without data augmentation | With data augmentation | Without transfer learning | With transfer learning | Combination number |
|---|---|---|---|---|---|---|
✓ | ✓ | ✓ | I | |||
✓ | Nearest | ✓ | II | |||
✓ | Constant | ✓ | III | |||
✓ | ✓ | ✓ | IV | |||
✓ | Nearest | ✓ | V | |||
✓ | Constant | ✓ | VI | |||
✓ | ✓ | ✓ | VII | |||
✓ | Nearest | ✓ | VIII | |||
✓ | Constant | ✓ | IX |
