Learning to Interpret Satellite Images in Global Scale Using Wikipedia

7 May 2019Burak UzkentEvan SheehanChenlin MengZhongyi TangMarshall BurkeDavid LobellStefano Ermon

Despite recent progress in computer vision, finegrained interpretation of satellite images remains challenging because of a lack of labeled training data. To overcome this limitation, we construct a novel dataset called WikiSatNet by pairing georeferenced Wikipedia articles with satellite imagery of their corresponding locations... (read more)

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