Dataset Versions
v3
2024-05-28 10:22am
Generated on May 28, 2024
1328 Total Images
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Dataset Split
Train Set 87%
1161Images
Valid Set 8%
112Images
Test Set 4%
55Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -9% and +9%
Brightness: Between -12% and +12%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels