Dataset Versions

v17

2023-06-26 1:40pm

Generated on Jun 26, 2023

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%