Table 2.
Performances of the example baseline model obtained with 3 different pixel sizes of the input images.
Loss |
Accuracy |
||||||
---|---|---|---|---|---|---|---|
Input pixel size | Training | Validation | Testing | Training | Validation | Testing | Epochs |
1280720 | 0.0102 | 0.1948 | 0.1367 | 0.9989 | 0.9890 | 0.9916 | 50 |
320180 | 0.0034 | 0.0263 | 0.0531 | 0.9996 | 0.9957 | 0.9948 | 50 |
8045 | 0.0004 | 0.2425 | 0.3819 | 0.9999 | 0.9736 | 0.9688 | 50 |