Dataset Versions
v3
2024-07-25 1:24pm
Generated on Jul 25, 2024
326 Total Images
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Dataset Split
Train Set 89%
291Images
Valid Set 6%
20Images
Test Set 5%
15Images
Preprocessing
Auto-Orient: Applied
Static Crop: 33-75% Horizontal Region, 29-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -21° and +21°
Saturation: Between -35% and +35%
Exposure: Between -10% and +10%
Blur: Up to 0.8px
Cutout: 5 boxes with 18% size each