Serengil, Sefik IlkinÖzpınar, Alper2023-01-182023-01-182022https://hdl.handle.net/11467/6030https://doi.org/10.1109/ICEET53442.2021.9659697Facial attribute analysis from facial images has always been a challenging task. Its practical use cases are very different. This paper mentioned how to build machine learning models with facial image data for age, gender, facial expression, and race/ethnicity prediction tasks. A fully coded open-source software framework was also developed and published with those functionalities.eninfo:eu-repo/semantics/embargoedAccessage prediction; gender prediction; emotion prediction; race predictionConference ObjectN/AWOS:000828108100154N/A2-s2.0-8512467084610.1109/ICEET53442.2021.9659697