RampNet (ICCV 2025): model, dataset, Stage 1 inputs. Note: the rampnet-benchmark is later 2026 work demonstrating greater generalizability.
AI & ML interests
Our mission is to map and assess every sidewalk in the world using remote crowdsourcing, artificial intelligence, and online satellite & streetscape imagery
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projectsidewalk/sidewalk-validator-ai-crosswalk
Image Classification • 0.3B • Updated • 96 -
projectsidewalk/sidewalk-validator-ai-curbramp
Image Classification • 0.3B • Updated • 90 -
projectsidewalk/sidewalk-validator-ai-nocurbramp
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projectsidewalk/sidewalk-validator-ai-obstacle
Image Classification • 0.3B • Updated • 101
RampNet (ICCV 2025): model, dataset, Stage 1 inputs. Note: the rampnet-benchmark is later 2026 work demonstrating greater generalizability.
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projectsidewalk/sidewalk-validator-ai-crosswalk
Image Classification • 0.3B • Updated • 96 -
projectsidewalk/sidewalk-validator-ai-curbramp
Image Classification • 0.3B • Updated • 90 -
projectsidewalk/sidewalk-validator-ai-nocurbramp
Image Classification • 0.3B • Updated • 89 -
projectsidewalk/sidewalk-validator-ai-obstacle
Image Classification • 0.3B • Updated • 101
models 17
projectsidewalk/sidewalk-validator-ai-crosswalk
Image Classification • 0.3B • Updated • 96
projectsidewalk/sidewalk-validator-ai-surfaceproblem
Image Classification • 0.3B • Updated • 107
projectsidewalk/sidewalk-validator-ai-obstacle
Image Classification • 0.3B • Updated • 101
projectsidewalk/sidewalk-validator-ai-nocurbramp
Image Classification • 0.3B • Updated • 89
projectsidewalk/sidewalk-validator-ai-curbramp
Image Classification • 0.3B • Updated • 90
projectsidewalk/sidewalk-tagger-ai-models
Updated
projectsidewalk/sidewalk-tagger-ai-surfaceproblem
Image Classification • Updated
projectsidewalk/sidewalk-tagger-ai-obstacle
Image Classification • Updated
projectsidewalk/sidewalk-tagger-ai-curbramp
Image Classification • Updated
projectsidewalk/sidewalk-tagger-ai-crosswalk
Image Classification • Updated
datasets 12
projectsidewalk/rampnet-stage1-inputs
Viewer • Updated • 526k • 67
projectsidewalk/rampnet-benchmark
Viewer • Updated • 3.64k • 91
projectsidewalk/rampnet-crop-model-dataset-round1
Viewer • Updated • 27.7k • 82
projectsidewalk/rampnet-crop-model-dataset-round2
Viewer • Updated • 1.21k • 570 • 1
projectsidewalk/sidewalk-validator-ai-dataset-nocurbramp
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projectsidewalk/sidewalk-validator-ai-dataset-surfaceproblem
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projectsidewalk/sidewalk-validator-ai-dataset-obstacle
Viewer • Updated • 5.11k • 36
projectsidewalk/sidewalk-validator-ai-dataset-curbramp
Viewer • Updated • 1.59k • 5
projectsidewalk/sidewalk-validator-ai-dataset-crosswalk
Viewer • Updated • 1.59k • 6
projectsidewalk/rampnet-dataset
Viewer • Updated • 214k • 1.46k • 5