Description
EuroPython 2022 - Saving Lives with Predictive Geo - AI - presented by Sumedh Ghatage
[Liffey Hall 2 on 2022-07-15]
We will demonstrate an end-to-end methodology using geospatial Python libraries to understand the use of Multi-Criteria Decision making methods taking into account driving variables. This talk will also throw light upon:
- Getting the large imagery datasets into DL friendly format
- Resampling of Satellite image data in python
- Conducting overlay analysis with weights
- Calculation of zonal statistics at house level
- Future Scope
We'll also showcase the geo-visualization portal we created and the technologies used, how you can use Python to convert large GeoJSON output to light vector tiles, and create a seamless experience for the user through an intuitive front-end.
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License http://creativecommons.org/licenses/by-nc-sa/4.0/