Joseph Nelson

Uno Cards

Object Detection

Uno Cards Image Dataset

v3

aug416

Generated on Nov 28, 2020

Popular Download Formats

Dataset Split

Train Set 92%
31475Images
Valid Set 5%
1798Images
Test Set 3%
899Images

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