Dataset Versions
v6
2023-11-22 9:06pm
Generated on Nov 22, 2023
15575 Total Images
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Dataset Split
Train Set 88%
13668Images
Valid Set 8%
1295Images
Test Set 4%
612Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 29% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±19° Horizontal, ±19° Vertical
Noise: Up to 6% of pixels