Dataset Versions
v3
2024-12-04 10:34pm
Generated on Dec 5, 2024
150 Total Images
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Dataset Split
Train Set 80%
120Images
Valid Set 13%
20Images
Test Set 7%
10Images
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
Saturation: Between -25% and +25%
Exposure: Between -15% and +15%
Noise: Up to 0.5% of pixels