Minchu Kulkarni

Research Scientist, Computer Science

University of Washington

Minchu Kulkarni was a Research Scientist in the Makeability Lab for 1.7 years (Sep 2022 to Jul 2024). They contributed to 4 projects, including BusStopCV, Deep Learning for Sidewalk Assessment, and LabelAId, as well as 3 publications.

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Projects

BusStopCV

2023 – Present

Deep Learning for Sidewalk Assessment

2016 – Present

Project Sidewalk

2012 – Present

LabelAId

2023 – 2024

Papers

Towards Fine-Grained Sidewalk Accessibility Assessment with Deep Learning: Initial Benchmarks and an Open Dataset

Alex Liu, Kevin Wu, Minchu Kulkarni, Mikey Saugstad, Peyton Rapo, Jeremy Freiburger, Maryam Hosseini, Chu Li, Jon E. Froehlich

Extended Abstract Proceedings of ASSETS 2024 | Acceptance Rate: 66.7% (58 / 87)

PDF doi Cite Deep Learning for Sidewalk Assessment Project Sidewalk

LabelAId: Just-in-time AI Interventions for Improving Human Labeling Quality and Domain Knowledge in Crowdsourcing Systems

Chu Li, Zhihan Zhang, Mikey Saugstad, Esteban Safranchik, Minchu Kulkarni, Xiaoyu Huang, Shwetak Patel, Vikram Iyer, Tim Althoff, Jon E. Froehlich

Proceedings of CHI 2024 | Acceptance Rate: 26.3% (1060 / 4028)

PDF arXiv doi Cite LabelAId Project Sidewalk

BusStopCV: A Real-time AI Assistant for Labeling Bus Stop Accessibility Features in Streetscape Imagery

Minchu Kulkarni, Chu Li, Jaye Ahn, Katrina Ma, Zhihan Zhang, Mikey Saugstad, Yochai Eisenberg, Valerie Novack, Brent Chamberlain, Jon E. Froehlich

Extended Abstract Proceedings of ASSETS 2023 | Acceptance Rate: 51.9% (40 / 77)

PDF doi Cite BusStopCV

Videos

BusStopCV: A Real-time AI Assistant for Labeling Bus Stop Features in Streetscape Imagery

YouTube Paper Oct 23, 2023