Dataset Versions

v11

2023-07-29 4:19pm

Generated on Jul 29, 2023

Dataset Split

Train Set 72%
1800Images
Valid Set 18%
460Images
Test Set 10%
240Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 360x1000
Tile: 5 rows x 2 columns

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -40% and +40%
Blur: Up to 1px
Bounding Box: Noise: Up to 5% of pixels