Dataset Versions
v3
2024-05-01 5:20pm
Generated on May 1, 2024
3162 Total Images
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Dataset Split
Train Set 88%
2769Images
Valid Set 8%
261Images
Test Set 4%
132Images
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, 20% Maximum Zoom
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels