Technologies

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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