Dataset Versions
v4
2024-07-09 7:03am
Generated on Jul 9, 2024
6252 Total Images
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Dataset Split
Train Set 92%
5766Images
Valid Set 4%
243Images
Test Set 4%
243Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Shear: ±24° Horizontal, ±14° Vertical
Exposure: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 3.79% of pixels