Uno Cards Image Dataset

aug416

Version 3
Generated Nov 28, 2020

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Train / Test Split

Training Set

92
31k
images

Validation Set

5
1.8k
images

Testing Set

3
899
images
Preprocessing
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 5
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 5% of images
Hue: Between -5° and +5°
Saturation: Between -10% and +10%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1.5px
Details
Version Name: aug416
Version ID: 3
Generated: Nov 28, 2020
Annotation Group: Card-Types