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https://github.com/the-extra-project/geospatial-pipelines

E2E pipelines to run geospatial data analysis and operations on top of decentralised compute.
https://github.com/the-extra-project/geospatial-pipelines

geospatial-processing web3

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E2E pipelines to run geospatial data analysis and operations on top of decentralised compute.

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# Geospatial-pipeline reconstruction












extralabs website

Comprehensive framework for end 2 end management of the point cloud data collection, transformation and visualization process.

## packages / components involved:

## Build instruction:

1. For Python application:
- You need to run the streamlit file from [visualisation-package](./packages/viz/vizualization-py/) dockerfile .
- setup an account on the gateway providers (web3.storage or lighthouse are supported at the moment) and then provide the parameters in order to login with 2FA.
- Setting up the enviornment variables as defined in the folder.
- For the Mysql.
- For web3 package variables.

## Credits:
1. Research article on the creation of pointcloud pipeline for [nimes](https://github.com/bertt/nimes).
2. PDAL framework.
3. Florent-Poux's articles about point-cloud processing.