Dataset Versions
v4
2024-02-19 8:34pm
Generated on Feb 19, 2024
1147 Total Images
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Dataset Split
Train Set 94%
1077Images
Valid Set 3%
37Images
Test Set 3%
33Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±11° Horizontal, ±10° Vertical
Brightness: Between -24% and +24%
Noise: Up to 0.1% of pixels