Dataset Versions
v11
2023-05-24 3:13pm
Generated on May 24, 2023
404 Total Images
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Dataset Split
Train Set 89%
360Images
Valid Set 6%
24Images
Test Set 5%
20Images
Preprocessing
Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 0-54% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between 0% and +25%
Blur: Up to 6.5px
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels