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

CHI 2024 To Appear | Acceptance Rate: 26.3% (1060 / 4028)

keywords: machine learning, human+AI, community science, Programmatic Weak Supervision, snorkel

PDF | Citation | 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

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

keywords: crowdsourcing accessibility, computer vision, accessible public transit, accessible urban navigation, accessible cities, bus stop auditing, accessible bus stops

PDF | doi | Citation | BusStopCV