Dataset Versions
v3
crop-rotate-shear-brightness-pre-grscale
Generated on Sep 18, 2023
2703 Total Images
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Dataset Split
Train Set 88%
2370Images
Valid Set 8%
221Images
Test Set 4%
112Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -14° and +14°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%