Dataset Versions
Versions
v1
2024-11-28 11:42pm
Generated on Nov 28, 2024
3717 Total Images
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Dataset Split
Train Set 88%
3258Images
Valid Set 8%
305Images
Test Set 4%
154Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
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%
Exposure: Between -10% and +10%
Blur: Up to 1.7px
Noise: Up to 0.1% of pixels