Dataset Versions
v7
2024-05-17 9:16am
Generated on May 17, 2024
22 Total Images
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Dataset Split
Train Set 68%
15Images
Valid Set 18%
4Images
Test Set 14%
3Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -15% and +15%