Tags
DatasetsData VisualizationMachine Learning
Provider
Princeton University
URL
https://github.com/princetonvisualai/revise-tool
Abstract
A tool that automatically detects possible forms of bias in a visual dataset along the axes of object-based, attribute-based, and geography-based patterns, and from which next steps for mitigation are suggested.
Paper
Revise: A Tool for Measuring and Mitigating Bias in Visual Datasets