Dataset Versions
Versions
v1
2024-11-20 8:32pm
Generated on Nov 20, 2024
3452 Total Images
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Dataset Split
Train Set 88%
3021Images
Valid Set 8%
287Images
Test Set 4%
144Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 27% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Noise: Up to 1.8% of pixels