playing cards Dataset
v1
2023-09-08 5:52am
Generated on Sep 8, 2023
1159 Total Images
View All ImagesDataset 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°
Shear: ±45° Horizontal, ±45° Vertical
Grayscale: Apply to 50% of images
Brightness: Between -65% and +65%
Blur: Up to 3px
Noise: Up to 5% of pixels