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Rail Asset Detection

Detecting rail assets such as the blue platform displays on the station platforms.

Tasks

Machine Learning

  • Convert Images
  • Label Images
  • Train object detection model

Extract Coordinates

  • Get the geo coordinates from the detected objects

Background

Dreiländerhack Logo

This project has been initiated during the Dreiländerhack 2024, a joint hackathon organised by the railway companies ÖBB, DB, and SBB.

Install

How can a user install the software?

poetry install

License

The content of this repository is licensed under the Apache 2.0 license.