Dataset Versions

v14

2023-11-10 2:23pm

Generated on Nov 10, 2023

Dataset Split

Train Set 85%
897Images
Valid Set 9%
100Images
Test Set 6%
60Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±2° Horizontal, ±2° Vertical
Saturation: Between -2% and +2%
Brightness: Between -25% and +25%
Exposure: Between -5% and +5%
Blur: Up to 1.75px