Dataset Versions

v4

2023-10-19 9:55am

Generated on Oct 19, 2023

Dataset Split

Train Set 88%
126Images
Valid Set 8%
11Images
Test Set 4%
6Images

Preprocessing

Resize: Fit (black edges) in 2048x2048

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels