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
Recent Activity
models 13
projectsidewalk/rampnet-crop-model
Updated
projectsidewalk/rampnet-model
Keypoint Detection • 90.1M • Updated • 82 • 1
projectsidewalk/sidewalk-validator-ai-surfaceproblem
0.3B • Updated • 16
projectsidewalk/sidewalk-validator-ai-obstacle
0.3B • Updated • 16
projectsidewalk/sidewalk-validator-ai-nocurbramp
0.3B • Updated • 18
projectsidewalk/sidewalk-validator-ai-curbramp
0.3B • Updated • 16
projectsidewalk/sidewalk-validator-ai-crosswalk
0.3B • Updated • 20
projectsidewalk/quantized_crosswalk_dinov2_tiny_onnx
Updated • 3
projectsidewalk/quantized_curb_ramp_dinov2_tiny_onnx
Updated • 3
projectsidewalk/quantized_no_curb_ramp_dinov2_tiny_onnx
Updated • 3
datasets 11
projectsidewalk/rampnet-benchmark
Viewer • Updated • 3.64k
projectsidewalk/rampnet-stage1-inputs
Viewer • Updated • 526k
projectsidewalk/sidewalk-validator-ai-dataset-nocurbramp
Viewer • Updated • 9.15k • 32
projectsidewalk/sidewalk-validator-ai-dataset-surfaceproblem
Viewer • Updated • 6.81k • 33
projectsidewalk/sidewalk-validator-ai-dataset-obstacle
Viewer • Updated • 5.11k • 34
projectsidewalk/sidewalk-validator-ai-dataset-curbramp
Viewer • Updated • 1.59k • 21
projectsidewalk/sidewalk-validator-ai-dataset-crosswalk
Viewer • Updated • 1.59k • 69
projectsidewalk/rampnet-crop-model-dataset
Viewer • Updated • 1.21k • 22 • 1
projectsidewalk/rampnet-dataset
Viewer • Updated • 214k • 237 • 5
projectsidewalk/sidewalk-tagger-ai-unvalidated
Updated • 46