Dataset Versions
v4
2024-05-07 3:39pm
Generated on May 7, 2024
2894 Total Images
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Dataset Split
Train Set 92%
2649Images
Valid Set 8%
245Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 0.8px
Noise: Up to 0.02% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 50% Maximum Zoom
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical