arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2011.13583cs.CYcs.CVcs.DB

An Ethical Highlighter for People-Centric Dataset Creation

Cornell Tech(康奈尔科技校区);Cornell University(康奈尔大学)

Margot Hanley, Apoorv Khandelwal, Hadar Averbuch-Elor, Noah Snavely, Helen Nissenbaum

英文摘要:

Important ethical concerns arising from computer vision datasets of people have been receiving significant attention, and a number of datasets have been withdrawn as a result. To meet the academic need for people-centric datasets, we propose an analytical framework to guide ethical evaluation of existing datasets and to serve future dataset creators in avoiding missteps. Our work is informed by a review and analysis of prior works and highlights where such ethical challenges arise.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑