Dataset Versions
v3
2024-12-16 11:48pm
Generated on Dec 16, 2024
1287 Total Images
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Dataset Split
Train Set 90%
1155Images
Valid Set 7%
87Images
Test Set 3%
45Images
Preprocessing
Auto-Orient: Applied
Static Crop: 13-82% Horizontal Region, 15-83% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 12% Maximum Zoom
Rotation: Between -11° and +11°
Shear: ±5° Horizontal, ±8° Vertical
Saturation: Between -15% and +15%
Exposure: Between -5% and +5%
Noise: Up to 0.18% of pixels