Dataset Versions
v1
2023-07-26 8:58am
Generated on Jul 26, 2023
364 Total Images
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Dataset Split
Train Set 87%
318Images
Valid Set 9%
31Images
Test Set 4%
15Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1440x1440
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 1.5px
Noise: Up to 5% of pixels