Dataset Versions

v2

2024-09-22 2:24am

Generated on Sep 22, 2024

Dataset Split

Train Set 87%
12903Images
Valid Set 8%
1233Images
Test Set 4%
614Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 0.1% of pixels

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