Dataset Versions
Versions
v1
2024-02-21 8:51am
Generated on Feb 21, 2024
100 Total Images
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Dataset Split
Train Set 87%
87Images
Valid Set 9%
9Images
Test Set 4%
4Images
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, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 0.1% of pixels
Cutout: 3 boxes with 10% size each