Dataset Versions
v1
2023-05-24 1:00pm
Generated on May 24, 2023
518 Total Images
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Dataset Split
Train Set 87%
453Images
Valid Set 8%
43Images
Test Set 4%
22Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Shear: ±19° Horizontal, ±14° Vertical
Hue: Between -25° and +25°
Bounding Box: Brightness: Between -45% and +45%
Bounding Box: Noise: Up to 5% of pixels