bias-mitigation topic

A face database with a large number of high-quality attribute annotations

pterhoer

Source code and notebooks to reproduce experiments and benchmarks on Bias Faces in the Wild (BFW).

visionjo

Julia Toolkit with fairness metrics and bias mitigation algorithms

ashryaagr

Oracle Guardian AI Open Source Project is a library consisting of tools to assess fairness/bias and privacy of machine learning models and data sets.

oracle

Evidence-based tools and community collaboration to end algorithmic bias, one data scientist at a time.

EqualityAI

Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)

zhihengli-UR

CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions

arezou-pakzad

[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization

YyzHarry

This is an open-source tool to assess and improve the trustworthiness of AI systems.

holistic-ai