Dataset Versions
v1
2022-10-29 6:35pm
Generated on Oct 29, 2022
22010 Total Images
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Dataset Split
Train Set 82%
18000Images
Valid Set 9%
2003Images
Test Set 9%
2007Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 4.5px
Noise: Up to 5% of pixels