Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Parameters used through data transformation for train, validation and test dataset.
| Parameters | Train Data | Validation Data | Test Data |
|---|---|---|---|
| Resize | 224 × 224 pixels | 224 × 224 pixels | 224 × 224 pixels |
| Horizontal flip | Random | Random | None |
| Vertical flip | Random | Random | None |
| Rotation | 0–20 degrees | 0–20 degrees | None |
| RGB mean value RGB standard deviation |
[0.485, 0.456, 0.406], [0.229, 0.224, 0.225] | [0.485, 0.456, 0.406], [0.229, 0.224, 0.225] | [0.485, 0.456, 0.406], [0.229, 0.224, 0.225] |
