Dataset Versions

v3

2024-07-15 6:09am

Generated on Jul 15, 2024

Dataset Split

Train Set 79%
45Images
Valid Set 14%
8Images
Test Set 7%
4Images

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