Dataset Versions
v3
2024-11-22 8:09pm
Generated on Nov 22, 2024
16182 Total Images
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Dataset Split
Train Set 95%
15426Images
Valid Set 3%
491Images
Test Set 2%
265Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels