Dataset Versions
v3
2024-10-16 8:09am
Generated on Oct 16, 2024
1626 Total Images
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Dataset Split
Train Set 87%
1422Images
Valid Set 10%
169Images
Test Set 2%
35Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 0.1% of pixels