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|Tech for future|Saxion|

Strukton Rail and the Ambient Intelligence group at the Saxion university of applied sciences are jointly investigating how the design process for railway tracks can be supported via a reality model/digital twin technology. The reality model concept is a virtual, preferably real-time presentation of a physical scenario.

Team

Project manager: Jeroen Linssen​

Researchers: Bram Ton (PhD candidate), Faizan Ahmed​, Annemarie Jutte​, Danny Plass​, Deepak Tunuguntla​, Kevin Wilmink​

Students: Jonas Henstschel​, Maksym Drhval​, Thinh Cao​, Jean Louis Clemente​, Floris Verburg​, Ole Salet​, Artur Dylewski, Jakub Kosciolek, Arda Akyazi​, Plamen Bozov​, Anthony Anazo, Daniel Actor, Reinier Algra, Joris Jonkers​, Jasper van der Werf​, Nils Rutgers​, Bram Dekker​, Jesse Snoijer and many more.

In our attempt towards realising this reality model, below is an overview of the project output.

Publications and literature review

Codebases

Semantic segmentation in point clouds

Name Github Repo Publication
Jonas Henstschel​ Link to repo Report
Floris Verburg​ --- Report
Plamen Bozov​ --- Report
Jasper van der Werf​ Link to repo Report
Bram Dekker​ Link to repo Report

Object detection in point clouds

Name Github Repo Publication
Bram Ton Link to repo See the publications list
Maksym Drhval​ Link to repo Report(internal access only)
Ole Salet Link to repo Report
Anthony Anazo, Daniel Actor, Reinier Algra, Joris Jonkers​ --- Report
Nils Rutgers​ --- Report
Jesse Snoijer​ Link to repo Report

Object detection in images

Name Github Repo Publication
Annemarie Jutte Link to repo ---
Thinh Cao​ Link to repo ---
Artur Dylewski, Jakub Kosciolek, Arda Akyazi​ dataset Report

AR/VR visualisation

Name Github Repo Publication
Niek Link to repo Report(internal access only)
Kevin Link to repo ---

Model deployment

Name Github Repo Publication
Pascal and Claudien Link to repo ---
Tim Uilkema --- Report

Note: Currently, the above listed github repos are private. However, access could be requested on sending your request to Jeroen Linssen ([email protected])

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