Dataset Versions

v5

2024-12-26 1:42pm

Generated on Dec 26, 2024

Dataset Split

Train Set 71%
462Images
Valid Set 18%
120Images
Test Set 11%
70Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.5px
Noise: Up to 1% of pixels