Dataset Versions
v5
2024-04-28 9:49am
Generated on Apr 28, 2024
354 Total Images
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Dataset Split
Train Set 90%
318Images
Valid Set 8%
27Images
Test Set 3%
9Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical