Dataset Versions

v30

2023-10-24 7:22am

Generated on Oct 24, 2023

Dataset Split

Train Set 91%
1170Images
Valid Set 9%
110Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 1440x810
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -20° and +20°
Hue: Between -20° and +20°
Saturation: Between -40% and +40%
Brightness: Between -30% and +30%
Exposure: Between -11% and +11%
Noise: Up to 1% of pixels