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AI-Bias

Overview

This repository contains code and consolidated data for our research paper Unveiling Bias: Analyzing Race and Gender Disparities in AI-Generated Imagery

Files Description

AI Bias Image Generator.py This script is responsible for generating images used in the study.

requirements.txt Contains a list of Python libraries required to run the code in this repository

Rating Guidelines.pdf Contains the instructions used for image rating

Consolidated-data.xlsx Contains all rating data--race and gender ratings for each photograph

Visualizations.pdf Contains graphs produced during analysis Graphs were then used to formualte tables in the paper (done by hand, not code)

Images Zenodo Link: https://doi.org/10.5281/zenodo.14713573