playing cards Dataset

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2023-09-08 6:07am
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Generated on Sep 8, 2023
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Dataset Split

Train Set 87%
1014Images
Valid Set 8%
97Images
Test Set 4%
48Images

Preprocessing

Auto-Orient: Applied
Static Crop: 38-69% Horizontal Region, 16-81% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -45° and +45°
Brightness: Between -65% and +65%
Blur: Up to 3px
Noise: Up to 5% of pixels

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