Dataset Versions
Versions
v1
2024-05-09 7:33pm
Generated on May 9, 2024
5797 Total Images
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Dataset Split
Train Set 90%
5223Images
Valid Set 6%
369Images
Test Set 4%
205Images
Preprocessing
Auto-Orient: Applied
Static Crop: 0-86% Horizontal Region, 12-84% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 80% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Cutout: 10 boxes with 10% size each