Michael Duan

Undergrad, Computer Science

University of Washington

Michael Duan was an Undergrad in the Makeability Lab for 3.2 years (Dec 2019 to Feb 2023). They 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.

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Projects (3/3)

This is the thumbnail image for the project Project Sidewalk

Project Sidewalk

2012 – Present

This is the thumbnail image for the project Deep Learning for Sidewalk Assessment

Deep Learning for Sidewalk Assessment

2016 – Present

This is the thumbnail image for the project Sidewalk Gallery

Sidewalk Gallery

2019 – 2021

Papers (2/2)

Thumbnail for: Scaling Crowd+AI Sidewalk Accessibility Assessments: Initial Experiments Examining Label Quality and Cross-city Training on Performance

Scaling Crowd+AI Sidewalk Accessibility Assessments: Initial Experiments Examining Label Quality and Cross-city Training on Performance

Michael Duan, Sho Kiami, Logan Milandin, Johnson Kuang, Mikey Saugstad, Maryam Hosseini, Jon E. Froehlich

Proceedings of ASSETS'22 2022 | Acceptance Rate: 58.9% (43 / 73)

PDF doi Cite Deep Learning for Sidewalk Assessment Project Sidewalk

Thumbnail for: Sidewalk Gallery: An Interactive, Filterable Image Gallery of Over 500,000 Sidewalk Accessibility Problems

Sidewalk Gallery: An Interactive, Filterable Image Gallery of Over 500,000 Sidewalk Accessibility Problems

Michael Duan, Aroosh Kumar, Mikey Saugstad, Aileen Zeng, Ilia Savin, Jon E. Froehlich

Demo Proceedings of ASSETS 2021 | Acceptance Rate: 61.8% (55 / 89) | Best Artifact Runner-up Award

PDF doi Cite Sidewalk Gallery Project Sidewalk

Videos (1/1)

Sidewalk Gallery: An Interactive, Filterable Image Gallery of Sidewalk Accessibility Problems

YouTube Paper Oct 14, 2021