Dataset Versions
v6
2024-10-21 9:03am
Generated on Oct 21, 2024
785 Total Images
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Dataset Split
Train Set 88%
687Images
Valid Set 8%
66Images
Test Set 4%
32Images
Preprocessing
Auto-Orient: Applied
Static Crop: 23-76% Horizontal Region, 8-97% Vertical Region
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Exposure: Between -10% and +10%
Blur: Up to 2.5px