Dataset Versions
v3
2024-10-17 4:43am
Generated on Oct 17, 2024
1821 Total Images
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Dataset Split
Train Set 87%
1593Images
Valid Set 8%
152Images
Test Set 4%
76Images
Preprocessing
Auto-Orient: Applied
Static Crop: 20-80% Horizontal Region, 20-80% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -2° and +2°
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 0.1% of pixels