Dataset Versions
v3
2024-01-19 11:14am
Generated on Jan 19, 2024
2220 Total Images
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Dataset Split
Train Set 92%
2045Images
Valid Set 5%
117Images
Test Set 3%
58Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%