Dataset Versions
v9
2023-03-16 8:01pm
Generated on Mar 16, 2023
161 Total Images
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Dataset Split
Train Set 93%
150Images
Valid Set 4%
7Images
Test Set 2%
4Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -5° and +5°
Hue: Between -5° and +5°
Saturation: Between -5% and +5%
Brightness: Between -10% and +10%
Noise: Up to 1% of pixels
Bounding Box: Rotation: Between -5° and +5°
Bounding Box: Blur: Up to 5px