Dataset Versions
Versions
v1
2023-04-07 8:33pm
Generated on Apr 7, 2023
3884 Total Images
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Dataset Split
Train Set 87%
3396Images
Valid Set 8%
324Images
Test Set 4%
164Images
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
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Exposure: Between -25% and +25%
Cutout: 3 boxes with 10% size each