Dataset Versions

v7

MIP

Generated on Jul 14, 2024

Dataset Split

Train Set 96%
3402Images
Valid Set 4%
126Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -30% and +30%
Blur: Up to 3px
Noise: Up to 2% of pixels

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