Makeability Lab
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makeabilitylab.bsky.social
Makeability Lab
@makeabilitylab.bsky.social
Human-AI research lab directed by Jon E. Froehlich in the UW Allen School of Computer Science. We specialize in HCI & applied ML for high-impact problems in accessibility, computational urban science, & augmented reality. makeabilitylab.cs.washington.edu
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Hello 👋🏽, we are a research lab in Human-AI directed by Professor @jonfroehlich.bsky.social at UW. We specialize in HCI & applied machine learning for high-impact problems in accessibility, computational urban science, and augmented reality. See makeabilitylab.cs.washington.edu
Makeability Lab Website
The Makeability Lab is an advanced research lab in Human-Computer Interaction directed by Professor Jon E. Froehlich at University of Washington's Allen School of Computer Science.
makeabilitylab.cs.washington.edu
Reposted by Makeability Lab
I am recruiting new PhD students this year in:

🌆 Urban Computing / GeoAI
🥽 Augmented Reality
🎨 Creativity Support Tools

Why join us? Work on state-of-the-art Human-AI research that has real-world impact at one of the top CS programs in the world.

Deadline: Dec 15
See: jonfroehlich.github.io
Jon E. Froehlich
Professor Froehlich’s academic webpage.
jonfroehlich.github.io
November 4, 2025 at 2:48 PM
Reposted by Makeability Lab
We're launching RampNet, an open-source AI that helps detect curb ramps with near-human accuracy.

The most amazing part? The entire project was conceived of and led by high school student John O'Meara.

🧵 A thread on what we built and why it matters.
August 15, 2025 at 2:29 PM
Reposted by Makeability Lab
This saddens me deeply. I have greatly benefited from working w/extraordinary international students; they have brought me & my lab incredible energy, ideas, & helped create some of the most gratifying & important breakthroughs in my career. They are in fear. Not OK! www.nytimes.com/live/2025/05...
Trump Administration Live Updates: U.S. Suspends Visa Interviews for Foreign Students
www.nytimes.com
May 28, 2025 at 12:52 PM
Reposted by Makeability Lab
📢 We are delighted to announce our ICCV 2025 workshop on "Vision Foundation Models and Generative AI for Accessibility: Challenges & Opportunities"!

Two submission tracks: extended abstracts and full papers—the latter published in the ICCV workshop proceedings.

cv4a11y.github.io/ICCV2025/ind...
Vision Foundation Models and Generative AI for Accessibility Workshop
CV4A11y, ICCV 2025 Workshop
cv4a11y.github.io
May 15, 2025 at 10:18 PM
Reposted by Makeability Lab
One map fits all? 🤔 Unfortunately, no! Our #CHI2025 study reveals significant differences in how cane, walker, scooter & wheelchair users perceive sidewalk barriers. Dataset & paper: makeabilitylab.cs.washington.edu/project/acce... This is work led by the amazing @chimichurrichu.bsky.social
Accessibility for Whom?
We present a large-scale online survey exploring how five mobility groups—users of canes, walkers, mobility scooters, manual wheelchairs, and motorized wheelchairs—perceive sidewalk barriers and diffe...
makeabilitylab.cs.washington.edu
April 25, 2025 at 3:40 PM
#CHI2015 in Japan is here! The Makeability Lab has 3 full papers and 1 late-breaking work spanning research on urban accessibility & urban sensing, sound rec, & creative design tools using depth estimation. Congrats Chu, Daniel, & Xia! See: makeabilitylab.cs.washington.edu/news/four-pa...
April 25, 2025 at 1:25 PM
Incredible milestone reached for one our lab's flagship projects. Huge thanks to the many partners and contributors: 100+ undergrads, multiple PhD students (spanning three generations!), dozens of high schoolers, and, of course, our NGOs & local community advocacy groups. Try it: projectsidewalk.org
📢 HUGE NEWS! Project Sidewalk just crossed 1.1 MILLION manual sidewalk accessibility annotations across 21,000+ km of streets! 🎉 (1,163,413 labels to be exact!). To celebrate and help others build on our work, we have posted a sidewalk feature/barrier dataset to @hf.co huggingface.co/projectsidew...
April 23, 2025 at 1:28 PM
Reposted by Makeability Lab
Hello! 👋 We are an open-source research project run by the @makeabilitylab.bsky.social. We have a two-pronged vision: first, to develop scalable data collection methods for sidewalk accessibility data using crowdsourcing, computer vision, and online map imagery; and second,
November 26, 2024 at 2:45 PM
Reposted by Makeability Lab
⚠️ We're recruiting participants for a research study! We'd like to understand how people use disability parking. Fill out this screener if you fit the criteria, and we may reach out to interview you.

🔗 tinyurl.com/uw-parking-screener
💸 $25/hr compensation
November 25, 2024 at 7:57 PM
Reposted by Makeability Lab
What is $131,742? Answer: this is how much it costs me to fund a PhD student per year for a full RAship in CS at UW (including 100% during the summer). PhD funding can be a confusing topic at US universities. Want to learn more? Take a look at our lab handbook: docs.google.com/document/d/1...
Makeability Lab Handbook
Makeability Lab Handbook By Professor Jon Froehlich and lab members Allen School of Computer Science and Engineering University of Washington Welcome to the Makeability Lab! 👋 We are so happfy that y...
docs.google.com
November 25, 2024 at 6:00 PM
Reposted by Makeability Lab
Love the influx of academics to Bluesky. Will this be our new 🏠? To help grow the community, I just created an HCI+Accessibility "starter pack". Help me grow the list! Many are missing! go.bsky.app/PZxHNqP
November 13, 2024 at 1:03 AM
Hello 👋🏽, we are a research lab in Human-AI directed by Professor @jonfroehlich.bsky.social at UW. We specialize in HCI & applied machine learning for high-impact problems in accessibility, computational urban science, and augmented reality. See makeabilitylab.cs.washington.edu
Makeability Lab Website
The Makeability Lab is an advanced research lab in Human-Computer Interaction directed by Professor Jon E. Froehlich at University of Washington's Allen School of Computer Science.
makeabilitylab.cs.washington.edu
November 11, 2024 at 2:59 PM
Reposted by Makeability Lab
As we work on those #CHI2025 videos (deadline: Sept 19), here is a set of inspirational videos 🎥 curated by my lab. Would love more examples, especially for other HCI research contribution types. Send them my way!

docs.google.com/presentation...
Makeability Lab - How to Videos
How to Videos makeabilitylab.cs.uw.edu Thanks to Professor Liang He for recommending some examples
docs.google.com
September 18, 2024 at 4:53 PM