Dataset Versions
v7
2024-10-01 1:06pm
Generated on Oct 1, 2024
8506 Total Images
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Dataset Split
Train Set 88%
7449Images
Valid Set 8%
703Images
Test Set 4%
354Images
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, 25% Maximum Zoom
Brightness: Between -5% and +5%
Blur: Up to 1.1px
Noise: Up to 1.53% of pixels