Dataset Versions
v3
2024-02-14 3:47am
Generated on Feb 13, 2024
3289 Total Images
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Dataset Split
Train Set 83%
2745Images
Valid Set 12%
394Images
Test Set 5%
150Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 0% Maximum Zoom
Rotation: Between -18° and +18°
Shear: ±15° Horizontal, ±16° Vertical
Blur: Up to 1.6px
Noise: Up to 1.01% of pixels