Dataset Versions
Versions
v2
2022-12-11 9:52am
Generated on Dec 11, 2022
14047 Total Images
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Dataset Split
Train Set 84%
11830Images
Valid Set 9%
1308Images
Test Set 6%
909Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels