Dataset Versions
v3
2024-11-27 1:51pm
Generated on Nov 27, 2024
8340 Total Images
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Dataset Split
Train Set 94%
7854Images
Valid Set 4%
325Images
Test Set 2%
161Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-100% Horizontal Region, 25-100% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 7
Flip: Horizontal
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -30% and +30%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 0.06% of pixels