Dataset Versions

v15

2022-10-17 5:36pm

Generated on Oct 17, 2022

Dataset Split

Train Set 89%
2127Images
Valid Set 8%
181Images
Test Set 4%
93Images

Preprocessing

Resize: Stretch to 856x856

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -25° and +25°
Grayscale: Apply to 25% of images
Hue: Between -14° and +14°
Brightness: Between -40% and +40%