Dataset Versions
v3
2024-01-20 2:49pm
Generated on Jan 20, 2024
1485 Total Images
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Dataset Split
Train Set 87%
1299Images
Valid Set 8%
123Images
Test Set 4%
63Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels