Dataset Versions

v20

2024-04-13 3:07pm

Generated on Apr 13, 2024

Dataset Split

Train Set 93%
1341Images
Valid Set %
0Images
Test Set 7%
100Images

Preprocessing

Auto-Orient: Applied
Static Crop: 10-90% Horizontal Region, 10-90% Vertical Region
Resize: Fill (with center crop) in 1920x1200

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -14° and +14°
Hue: Between -19° and +19°
Saturation: Between -30% and +30%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 2.5px

Similar Projects

See More