Dataset Versions
v2
2024-08-08 8:16am
Generated on Aug 8, 2024
3378 Total Images
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Dataset Split
Train Set 86%
2896Images
Valid Set 9%
289Images
Test Set 6%
193Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Cutout: 3 boxes with 10% size each