Dataset Versions

v12

2024-03-07 9:20pm

Generated on Mar 7, 2024

Dataset Split

Train Set 87%
609Images
Valid Set 9%
60Images
Test Set 5%
34Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 4% of images
Hue: Between -5° and +5°
Saturation: Between -20% and +20%
Brightness: Between -15% and +15%
Exposure: Between -4% and +4%
Blur: Up to 2px
Noise: Up to 0.38% of pixels

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