Dataset Versions
v4
2024-05-20 3:08pm
Generated on May 20, 2024
2425 Total Images
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Dataset Split
Train Set 87%
2121Images
Valid Set 8%
196Images
Test Set 4%
108Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-86% Horizontal Region, 25-80% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical