A two-stage pipeline converts open government curb ramp coordinate lists into about 850k labeled street view images and trains a detector reaching 0.924 AP, well above prior work.
Street view imagery in urban analytics and GIS: A review
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RampNet: A Two-Stage Pipeline for Bootstrapping Curb Ramp Detection in Streetscape Images from Open Government Metadata
A two-stage pipeline converts open government curb ramp coordinate lists into about 850k labeled street view images and trains a detector reaching 0.924 AP, well above prior work.