Dataset Versions
v7
2023-12-28 4:03pm
Generated on Dec 28, 2023
916 Total Images
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Dataset Split
Train Set 97%
888Images
Valid Set 2%
15Images
Test Set 1%
13Images
Preprocessing
Auto-Orient: Applied
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.75px
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal
Bounding Box: Brightness: Between -25% and +25%