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Eyes on the Road : Evaluating Road Quality over Time Using Satellite Imagery in Eastern Democratic Republic of the Congo (Inglés)

Reliable road networks drive economic and social development in emerging economies, particularly those in the Global South, and are crucial for achieving Sustainable Development Goals (SDGs). However, a lack of reliable economic indicators hinders progress monitoring. The authors propose a data-driven solution by combining machine learning (ML) and remote sensing to assess road quality. Training state-of-the-art vision transformers on satellite imagery...
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  • 2024/05/31

  • Documento de trabajo

  • 190799

  • 1

  • N/A, Todo el mundo,

  • Otras regiones,

  • 2024/06/03

  • Disclosed

  • Eyes on the Road : Evaluating Road Quality over Time Using Satellite Imagery in Eastern Democratic Republic of the Congo

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