// OSINT OPEN ACCESS RESEARCH
> STREET LEVEL IMAGERY
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Mapillary:
Crowdsourced street-level imagery platform powered by open computer vision allowing free exploration, geolocation verification, and spatial data queries. -
Citywalki:
Web-based ambient exploration platform providing street-level video tours and spatial audio across 140+ global cities.