John O'Meara

High School Student,

Issaquah High School

John O'Meara is currently a High School Student in the Makeability Lab. John has been in the lab for 1.6 years. They contributed to 4 projects, including BikeButler, Deep Learning for Sidewalk Assessment, and Project Sidewalk, as well as 3 publications. John is mentored by Mikey Saugstad.

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Projects

A route on a map with a menu on the side showing a streetview image and some details about the route segment, including bike lanes, sidewalks, and speed limits.

BikeButler

2025 – Present

This is the thumbnail image for the project RampNet

RampNet

2025 – 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 Project Sidewalk

Project Sidewalk

2012 – Present

Papers

Thumbnail for: BikeButler: A Personalized, Context-sensitive Bike Routing Tool using Open Data and VLM-based Analyses of Street View Imagery

BikeButler: A Personalized, Context-sensitive Bike Routing Tool using Open Data and VLM-based Analyses of Street View Imagery

Jared Hwang, John O'Meara, Zeyu Wang, Jasmine Zhang, Jon E. Froehlich

Proceedings of CHI 2026 To Appear | Acceptance Rate: 25.3% (1705 / 6730)

PDF doi Cite BikeButler

Thumbnail for: RampNet: A Two-Stage Pipeline for Bootstrapping Curb Ramp Detection in Streetscape Images from Open Government Metadata

RampNet: A Two-Stage Pipeline for Bootstrapping Curb Ramp Detection in Streetscape Images from Open Government Metadata

John O'Meara, Jared Hwang, Zeyu Wang, Mikey Saugstad, Jon E. Froehlich

ICCV CV4A11y Workshop 2025

PDF arXiv doi Cite Code RampNet

Thumbnail for: “Does the cafe entrance look accessible? Where is the door?” Towards Geospatial AI Agents for Visual Inquiries

“Does the cafe entrance look accessible? Where is the door?” Towards Geospatial AI Agents for Visual Inquiries

Jon E. Froehlich, Jared Hwang, Zeyu Wang, John O'Meara, Xia Su, William Huang, Yang Zhang, Alexander J. Fiannaca, Philip Nelson, Shaun K. Kane

ICCV CV4A11y Workshop 2025

Talks

Slide preview for: RampNet: A Two-Stage Pipeline for Bootstrapping Curb Ramp Detection in Streetscape Images from Open Government Metadata

RampNet: A Two-Stage Pipeline for Bootstrapping Curb Ramp Detection in Streetscape Images from Open Government Metadata

Oct 20, 2025 | ICCV CV4A11y Workshop

Honolulu, Hawaiʻi

John O'Meara, Jared Hwang, Zeyu Wang, Mikey Saugstad, Jon E. Froehlich

PDF PPTX RampNet