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Author

Patrick Naumann

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Review Aug 2026

A GitOps-Driven Annotation Catalog for Fully Automatic Railway Operations

This paper introduces an innovative, lightweight GitOps-based architecture for metadata management, leveraging Data-as-Code principles, Continuous Integration/Continuous Deployment (CI/CD) pipelines, and Static Site Generation (SSG), which establishes a seamless, developer-centric workflow.

Martin Köppel, Tobias Cronauer, Zekiye Ilknur-Öz et al. · 0 citations
Preprint Aug 2026

A Multi-Sensor Dataset for Monitoring the Operational Environment of Rail Vehicles

This dataset contains over 7 million high-quality annotations of both railway-specific and general perception objects, captured under varying operational scenarios, to serve as a valuable resource for advancing AI-driven environment monitoring in the railway domain.

Claudio Diotallevi, Rodrigo Gudiño, Zaharia Pachalieva et al. · 1 citation

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