Measuring poverty in India with machine learning and remote sensing

• Tác giả: Subhashis Banerjee, Adel Daoud, Devdatt Dubhashi, Fredrik Johansson, Felipe Jordan, Sourabh Paul, Makkunda Sharma
• Ngôn ngữ: eng
• Ký hiệu phân loại: 006.31 Machine learning
• Thông tin xuất bản: 2021
• Bộ sưu tập: Metadata
• ID: 168706

Tóm tắt

In this paper, we use deep learning to estimate living conditions in India. We use both census and surveys to train the models. Our procedure achieves comparable results to those found in the literature, but for a wide range of outcomes.