Dataset Versions
v6
2024-08-10 1:48pm
Generated on Aug 10, 2024
15880 Total Images
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Dataset Split
Train Set 87%
13764Images
Valid Set 9%
1408Images
Test Set 4%
708Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Cutout: 3 boxes with 10% size each