Project Sidewalk
@projectsidewalk.bsky.social
Our mission: map and assess the world's sidewalks using remote crowdsourcing, artificial intelligence, and online satellite & streetscape imagery. Let's make the world more walkable, rollable, and bikeable! Join us: https://projectsidewalk.org/
Thanks to @hf.co for hosting our large dataset: huggingface.co/datasets/pro...
projectsidewalk/rampnet-dataset · Datasets at Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
August 15, 2025 at 5:53 PM
Thanks to @hf.co for hosting our large dataset: huggingface.co/datasets/pro...
We're now working on incorporating RampNet into Project Sidewalk. Let's go! 🚀 Shoutout to the whole team, including John, @jaredhwang.bsky.social, Zeyu Wang, and @ismikey.bsky.social. CC @uwcse.bsky.social
#Accessibility #AIforGood #OpenSource #ComputerVision #OpenData
#Accessibility #AIforGood #OpenSource #ComputerVision #OpenData
August 15, 2025 at 2:29 PM
We're now working on incorporating RampNet into Project Sidewalk. Let's go! 🚀 Shoutout to the whole team, including John, @jaredhwang.bsky.social, Zeyu Wang, and @ismikey.bsky.social. CC @uwcse.bsky.social
#Accessibility #AIforGood #OpenSource #ComputerVision #OpenData
#Accessibility #AIforGood #OpenSource #ComputerVision #OpenData
Try it yourself! See our GitHub for the code, dataset, and paper: github.com/ProjectSidew...
📈 State-of-the-Art Model (0.924 AP)
📚 The largest-ever curb ramp dataset (849,895 labels!)
💻 Everything is 100% open source.
📈 State-of-the-Art Model (0.924 AP)
📚 The largest-ever curb ramp dataset (849,895 labels!)
💻 Everything is 100% open source.
GitHub - ProjectSidewalk/RampNet: RampNet is a two-stage pipeline that addresses the scarcity of curb ramp detection datasets by using government location data to automatically generate over 210,000 a...
RampNet is a two-stage pipeline that addresses the scarcity of curb ramp detection datasets by using government location data to automatically generate over 210,000 annotated Google Street View pan...
github.com
August 15, 2025 at 2:29 PM
Try it yourself! See our GitHub for the code, dataset, and paper: github.com/ProjectSidew...
📈 State-of-the-Art Model (0.924 AP)
📚 The largest-ever curb ramp dataset (849,895 labels!)
💻 Everything is 100% open source.
📈 State-of-the-Art Model (0.924 AP)
📚 The largest-ever curb ramp dataset (849,895 labels!)
💻 Everything is 100% open source.
Curb ramps are critical for mobility—for wheelchair users, parents with strollers, travelers with luggage. But detecting them automatically in images is an open problem. We've been working on automatic curb ramp detection for over 10 years, and RampNet significantly outperforms our prior work!
August 15, 2025 at 2:29 PM
Curb ramps are critical for mobility—for wheelchair users, parents with strollers, travelers with luggage. But detecting them automatically in images is an open problem. We've been working on automatic curb ramp detection for over 10 years, and RampNet significantly outperforms our prior work!
to use this unprecedented data to design, develop, and evaluate next-generation mapping tools.
We have mapped sidewalk accessibility in 28 cities across 8 countries including the US, Canada, Mexico, Ecuador, Netherlands, & New Zealand covering nearly 20,000km. Join us: projectsidewalk.org
We have mapped sidewalk accessibility in 28 cities across 8 countries including the US, Canada, Mexico, Ecuador, Netherlands, & New Zealand covering nearly 20,000km. Join us: projectsidewalk.org
Project Sidewalk
Your labels are used to improve city planning, build accessibility-aware mapping tools, and train machine learning algorithms to automatically find accessibility issues.
projectsidewalk.org
November 26, 2024 at 2:45 PM
to use this unprecedented data to design, develop, and evaluate next-generation mapping tools.
We have mapped sidewalk accessibility in 28 cities across 8 countries including the US, Canada, Mexico, Ecuador, Netherlands, & New Zealand covering nearly 20,000km. Join us: projectsidewalk.org
We have mapped sidewalk accessibility in 28 cities across 8 countries including the US, Canada, Mexico, Ecuador, Netherlands, & New Zealand covering nearly 20,000km. Join us: projectsidewalk.org