Dataset Versions
v2
2024-10-17 3:12am
Generated on Oct 17, 2024
1794 Total Images
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Dataset Split
Train Set 87%
1566Images
Valid Set 8%
150Images
Test Set 4%
78Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Crop: 7% Minimum Zoom, 13% Maximum Zoom
Grayscale: Apply to 5% of images
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Brightness: Between -10% and +10%
Bounding Box: Blur: Up to 2.2px