Dataset Versions
Versions
v1
2024-07-23 1:41pm
Generated on Jul 23, 2024
960 Total Images
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Dataset Split
Train Set 88%
840Images
Valid Set 8%
80Images
Test Set 4%
40Images
Preprocessing
Auto-Orient: Applied
Static Crop: 32-67% Horizontal Region, 34-70% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -13° and +13°
Shear: ±14° Horizontal, ±14° Vertical
Saturation: Between -14% and +14%
Brightness: Between -20% and +20%
Blur: Up to 2.5px