Dataset Versions
v2
2024-12-13 10:49am
Generated on Dec 13, 2024
3073 Total Images
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Dataset Split
Train Set 79%
2415Images
Valid Set 17%
512Images
Test Set 5%
146Images
Preprocessing
Auto-Orient: Applied
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 10% of images
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 0.1% of pixels