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cs.CV2024
SurfaceAI: Automated creation of cohesive road surface quality datasets based on open street-level imagery
Alexandra Kapp, Edith Hoffmann, Esther Weigmann +1
This paper introduces SurfaceAI, a pipeline designed to generate comprehensive georeferenced datasets on road surface type and quality from openly available street-level imagery. T…
cs.CV2024★ 9 cited
StreetSurfaceVis: a dataset of crowdsourced street-level imagery annotated by road surface type and quality
Alexandra Kapp, Edith Hoffmann, Esther Weigmann +1
Road unevenness significantly impacts the safety and comfort of traffic participants, especially vulnerable groups such as cyclists and wheelchair users. To train models for compre…