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Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs 

Superpoint Graph is a cutting-edge deep learning framework for fast and precise semantic segmentation of very large LiDAR point clouds. It leads several international benchmarks, and can classify dozen of millions of points in minutes. 

Loïc Landrieux IGN - MATIS

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Helping humanitarian mapping through machine learning

We've been looking to help reactive mapping by automatizing buildings detection and extraction of building contours. We have tried to solve these problems with deep learning by combining OSM labelling and Pleiades & Spot imagery (CNES/Airbus DS). 

Sébastien Bosch Magellium

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Blockchain applied to Geographic Information

The blockchain technologies are mainly famous because of their usage in cryptocurrencies. But they are not only dedicated to that usage. We can imagine several applications in the GIS field, and we'd like to share some of them with the audience. 

Guillaume Sueur neogeo technologies

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State of GeoServer 

tate of GeoServer provides an update on our community and reviews the new and noteworthy features for the Project. The community has a lot to cover with both 2.12 and 2.13 updates to enjoy, and a preview of what you can expect in 2.14. Nuno Oliveira GeoSolutions

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Image-based 3D reconstruction with MicMac
This atelier is an introduction to image-based 3D reconstruction with the free open-source software MicMac. During the session two different datasets will be processed: a UAV acquisition and a satellite triplet.

 Ewelina Rupnik - Mehdi Daakir IGN / SIXENSE Mapping