Dataset Versions
Versions
v1
2024-08-20 11:56am
Generated on Aug 20, 2024
1650 Total Images
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Dataset Split
Train Set 87%
1428Images
Valid Set 9%
146Images
Test Set 5%
76Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 29% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±12° Horizontal, ±12° Vertical
Saturation: Between -34% and +34%
Brightness: Between -14% and +14%
Noise: Up to 0.89% of pixels