Deep Learning Inter-city Roads Conditions in East Africa for Infrastructure Prioritization using Satellite Imagery and Mobile Data

Deep Learning Inter-city Roads Conditions in East Africa for Infrastructure Prioritization using Satellite Imagery and Mobile Data

Traditional survey methods for gathering information, such as questionnaires and field visits, have long been used in East Africa to evaluate road conditions and prioritize their development. These surveys are time-consuming, expensive, and vulnerable to human error. Road building and maintenance,...

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Bibliographic Details
Main Authors: Davy Uwizera, Prof. Patrick McSharry, Charles Ruranga
Format: Article
Language:English
Published: South African Institute of Electrical Engineers 2024-07-01
Series:Africa Research Journal
Subjects:
Deep Learning
Mobile-data
Classification
Vision-recognition
Big-data
Sattelite-imagery
Online Access:https://journals.uj.ac.za/index.php/SAIEE/article/view/623
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