Devdatt Dubhashi
Biographic Data
| ID | 4265090 |
|---|---|
| NAME | Devdatt Dubhashi |
| GIVEN NAMES | Devdatt |
| FAMILY NAME | Dubhashi |
| SIGNATURE | DUBHASHI D |
| AFFILIATIONS | Chalmers University of Technology |
| ORCID | 0000-0002-9928-2305 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 1 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2023 |
| LATEST PUBLICATION YEAR | 2023 |
| H-INDEX | 1 |
Using Satellite Images and Deep Learning to Measure Health and Living Standards in India
Using deep learning with satellite images enhances our understanding of human development at a granular spatial and temporal level. Most studies have focused on Africa and on a narrow set of asset-based indicators. This article leverages georeferenced village-level census data from across 40% of the population of India to train deep models that predicts 16 indicators of human well-being from Landsat 7 imagery. Based on the principles of transfer …
Using Satellite Images and Deep Learning to Measure Health and Living Standards in India
Using deep learning with satellite images enhances our understanding of human development at a granular spatial and temporal level. Most studies have focused on Africa and on a narrow set of asset-based indicators. This article leverages georeferenced village-level census data from across 40% of the population of India to train deep models that predicts 16 indicators of human well-being from Landsat 7 imagery. Based on the principles of transfer …
Using Satellite Images and Deep Learning to Measure Health and Living Standards in India
Using deep learning with satellite images enhances our understanding of human development at a granular spatial and temporal level. Most studies have focused on Africa and on a narrow set of asset-based indicators. This article leverages georeferenced village-level census data from across 40% of the population of India to train deep models that predicts 16 indicators of human well-being from Landsat 7 imagery. Based on the principles of transfer …
Artificial Intelligence (1 works) · Cartography (1 works) · Census (1 works) · Computer Science (1 works) · Data science (1 works) · Data set (1 works) · Deep learning (1 works) · Energy and Environment Impacts (1 works) · Environmental health (1 works) · Geography (1 works)