Dataset Versions

v6

2023-12-14 4:15pm

Generated on Dec 14, 2023

Dataset Split

Train Set 87%
2565Images
Valid Set 8%
245Images
Test Set 4%
126Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -25° and +25°
Hue: Between -110° and +110°
Brightness: Between -61% and +61%
Blur: Up to 4.25px
Noise: Up to 16% of pixels
Cutout: 14 boxes with 12% size each

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