Dataset Versions
v12
2024-02-06 11:21am
Generated on Feb 6, 2024
1874 Total Images
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Dataset Split
Train Set 94%
1764Images
Valid Set 4%
73Images
Test Set 2%
37Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 7
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Noise: Up to 1% of pixels