Dataset Versions
v2
2024-10-16 6:51am
Generated on Oct 16, 2024
1811 Total Images
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Dataset Split
Train Set 87%
1584Images
Valid Set 8%
152Images
Test Set 4%
75Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%