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Publication Date:

Title: Exploiting Deep Learning and Volunteered Geographic Information for Mapping Buildings in Kano, Nigeria

Author: Jiangye Yuan, Pranab K. Roy Chowdhury, Jacob McKee, Hsiuhan Lexie Yang, Jeanette Weaver, Budhendra Bhaduri

Contact:

Jiangye Yuan & Jacob J. Mckee

Description: This building data for the state of Kano, Nigeria was created using a deep convolutional neural network trained from labeled buildings available via OpenStreetMap. The data has been made available in polygon format (ESRI Geodatabase), converted from the native output resolution of 0.5m, and accompanies the paper “Exploiting Deep Learning and Volunteered Geographic Information for Mapping Buildings in Kano, Nigeria.”

Subject:

Keywords: Building Detection, Machine Learning, Deep Convolutional Neural Networks, OpenStreetMap, Volunteered Geographic Information, Kano, Nigeria.

Version: 1.0

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