Dataset Versions

v2

2024-07-01 4:56am

Generated on Jul 1, 2024

Dataset Split

Train Set 85%
93Images
Valid Set 9%
10Images
Test Set 6%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x1280
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 0.1% of pixels