Dataset Versions
v3
2024-05-21 9:19pm
Generated on May 21, 2024
675 Total Images
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Dataset Split
Train Set 81%
549Images
Valid Set 9%
63Images
Test Set 9%
63Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°