<?xml version="1.0" encoding="UTF-8"?><resource xmlns="http://datacite.org/schema/kernel-4"><identifier identifierType="URL">https://inrepscholar.com/projects/1001</identifier><creators><creator><creatorName>Masupa David</creatorName></creator></creators><titles><title>Bias in facial-recognition systems</title></titles><publisher>African Leadership Univerisity</publisher><publicationYear>2021</publicationYear><resourceType resourceTypeGeneral="Text">Final Year Project</resourceType><descriptions><description descriptionType="Abstract">This project aims to examine the impact of imbalanced datasets on the accuracy of facial-detection systems, focusing on the training of models with different datasets.</description></descriptions></resource>