Dataset Versions
v3
2024-04-10 10:42pm
Generated on Apr 11, 2024
3252 Total Images
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Dataset Split
Train Set 96%
3120Images
Valid Set 3%
90Images
Test Set 1%
42Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (reflect edges) in 640x640
Augmentations
Outputs per training example: 10
Flip: Horizontal
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Exposure: Between -15% and +15%
Blur: Up to 1.5px