Sidewalk Gallery
2019 – 2021
Michael Duan
Undergrad, Computer Science
University of Washington
Michael Duan was a Undergrad in the Makeability Lab for 3.2 years (Dec 2019 to Feb 2023). Michael contributed to 3 projects: Deep Learning for Sidewalk Assessment, Project Sidewalk, and Sidewalk Gallery, as well as 2 publications. Michael was mentored by Mikey Saugstad.
Projects
Papers
Scaling Crowd+AI Sidewalk Accessibility Assessments: Initial Experiments Examining Label Quality and Cross-city Training on Performance
Proceedings of ASSETS'22 2022 | Acceptance Rate: 58.9% (43 / 73)
PDF doi Cite Project Sidewalk Deep Learning for Sidewalk Assessment
Sidewalk Gallery: An Interactive, Filterable Image Gallery of Over 500,000 Sidewalk Accessibility Problems
Proceedings of ASSETS 2021
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Acceptance Rate: 61.8% (55 / 89)
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Best Artifact Runner-up Award