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RampNet

Scaling curb ramp detection with open government data and street-level imagery.

Street View imagery showing RampNet curb ramp annotations
RampNet research imagery · UW Makeability Lab

I led RampNet at UW’s Makeability Lab under Prof. Jon Froehlich. We used government curb ramp records to automatically label more than 210,000 Street View panoramas and train a curb ramp detector, creating a dataset and model for accessibility research.

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