FactSheet Examples Overview
FactSheets are designed for specific use cases and audiences. The example use cases below highlight how FactSheets can differ both in terms of content and presentation and are grouped accordingly. Tags highlight FactSheet features that may be of interest. A key to all tags is below.
Model Marketplace Examples
Audio Classifier
Identify sounds in short audio clips
Object Detector
Localize and identify multiple objects in a single image
Image Caption Generator
Generate captions that describe the contents of images
Text Sentiment Classifier
Detect the sentiment captured in short pieces of text
Weather Forecaster
Predict hourly weather features given historical data for a specific location
Goveranance Examples
Model Risk Examples
Tag Key
Tag | Description |
---|---|
Author Notes | Contains notes about individual facts by the FactSheet author |
Robustness | Includes information on testing for robustness against adversarial attacks |
Ensemble | A combination of one or more models used to solve a particular problem |
Collection | Multiple related models each providing an output |
Governance | Contains facts collected throughout the entire AI lifecycle |
Bias | Includes information on testing for model bias and fairness |
Privacy | Includes information on testing for AI model privacy |