This repo contains all jupyter notebooks created during the development of the biometric bias models. All coded in python 3 using Keras, pandas, scikit-learn, PlaidML and tensorflowJS. This repo showcases and documents the process in scrubbing the data, creating the model in python and converting it to the tensorflowJS model that would ultimately be used in the client-side.
Client side project can be found here: https://github.com/aa-wong/Biometric-Bias-Client
Note this project was designed for artist purposes and not optimized for all platforms. Use only on desktop and laptops Disclaimer: All models calculations are run on the client side in the browser. No images are sent through the internet. For best performance please use google chrome and on load wait few seconds for the camera to start.