Dataset Versions
v3
2024-06-30 6:32am
Generated on Jun 30, 2024
571 Total Images
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Dataset Split
Train Set 88%
501Images
Valid Set 9%
49Images
Test Set 4%
21Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 256x256
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels