Dataset Versions
v1
2024-12-02 9:10pm
Generated on Dec 2, 2024
3017 Total Images
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Dataset Split
Train Set 88%
2640Images
Valid Set 8%
251Images
Test Set 4%
126Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 10% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -20% and +20%
Noise: Up to 1.96% of pixels