Astronomy & Space Sciences
Title: | Identification of reusable economic indicators using enhanced satellite imagery and multi-modal multitasking deep learning method |
Area: | Astronomy & Space Sciences |
Focus Area: | Remote Sensing/GIS |
Status: | Under Development |
Social Benefits: | The project being undertaken by ISRO in collaboration with academia is directly or indirectly beneficial to the society. |
Developing Agency: | Indian Institute of Technology (IIT) Kharagpur, West Bengal |
Source Title: | Indian Space Research Organisation (ISRO)- Department of Space (DOS) 2022-2024 |
Brief Description
Description : | Economics research heavily depends upon survey and census data which can provide information on a very limited number of variables. The project intended to produce reliable activation maps (processed images) through multi- modal and multi-task CNN from the satellite images with associated ground truth survey data, high-resolution drone data and census data (population, economic, socio-economic caste census etc.). |
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