The objectives of this project are 1) to create a diverse and inclusive image database for academic use, 2) to educate researchers on why diversity and inclusion matter in AI and ML research, and 3) create trust through transparency with marginalized communities. This project received funding through the MPI-IS Grassroots Program 2021.