Dataset Versions

v14

2022-09-26 6:57pm

Generated on Sep 26, 2022

Dataset Split

Train Set 95%
2526Images
Valid Set 4%
100Images
Test Set 2%
41Images

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%