Fighting human-trafficking by leveraging explainable AI скачать в хорошем качестве

Fighting human-trafficking by leveraging explainable AI

This masterclass shares the work that Dr Robert Pless has invested in developing a traffic cam system to support sex trafficking investigations by recognizing the hotel rooms in pictures of trafficking victims. Prof. Pless will share the context for this project and ways that this system is currently being used at the National Center for Missing and Exploited Children, as well as special challenges that come from this problem domain. Attacking these problems led his team to specific improvements in large-scale classification with Deep Metric Learning. He will explain what they have learned in building this system, ways we can better understand and explain how the hotel image matching is working, and why it was so important to get millions of images donated to our system from travellers taking pictures of their rooms. 𝐀𝐛𝐨𝐮𝐭 𝐭𝐡𝐞 𝐒𝐩𝐞𝐚𝐤𝐞𝐫s Robert Pless is the Chair and Patrick and Donna Martin Chair of the Computer Science Department. His research focus is geometric and statistical approaches to Computer Vision, with applications to robotics, and environmental and social justice. He holds a Bachelor's Degree in Computer Science from Cornell University and a PhD from the University of Maryland, College Park. He was on the faculty of Computer Science at Washington University in St. Louis from 2000-2017. His research focuses on geometrical and statistical Computer Vision. He has served as Program Chair for WACV 2016 and is serving as co-Program Chair of IEEE CVPR in 2024. Erin Vogt, Associate Director, Graduate Recruitment & Admissions Erin Vogt came to GW in 2017 and oversees graduate recruitment and admissions operations for the School of Engineering and Applied Science. With ten years of experience in higher and international education, Erin is passionate about helping students find the best-fit university for their personal and professional goals. Erin has a B.A. in Intercultural Communication from the University of Pittsburgh and an M.A. in International Affairs from Florida State University. 𝐀𝐛𝐨𝐮𝐭 𝐒𝐄𝐄𝐃 𝐆𝐥𝐨𝐛𝐚𝐥 𝐄𝐝𝐮𝐜𝐚𝐭𝐢𝐨𝐧 𝐔𝐊 SEED Global Education is a global higher education company facilitating interactions between top universities and potential students. This session is powered by SEED Global Education UK. For any queries, please get in touch with Sharang at sharang@seedglobaleducation.com. #masterclass #ai #stem