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@omnai-project

The OmnAI-Project

OmnAI is a generic basis for time-series analysis and presentation

OmnAI-Project

The OmnAI Project is an open-source initiative focused on a generic, extensible way to acquire, display, and analyze time-series data.


Origins

OmnAI was born out of the aw4null project, a publicly funded multi-stage R&D effort.
The project brought together Auto-Intern GmbH and THGA Bochum, exploring modern applications of:

  • USB oscilloscopes
  • Advanced signal analysis
  • Machine learning

The goal: to enhance diagnostics in automotive workshops with open and reproducible tooling.


Components of OmnAI

  • OmnAI-DataServer
    A central hub that homogenizes multiple data sources. It provides flexible interfaces — REST, WebSocket, gRPC, and more — for accessing time-series data.

  • OmnAI-View
    A visualization and management tool that consumes the DataServer API. It enables users to explore, organize, and interact with acquired data.

  • OmnAI-Analysis
    Upcoming interfaces and pipelines for in-depth analysis, feature extraction, and machine learning on acquired signals.


Hardware Integration

The Auto-Intern OmnAI-Scope is the first measurement device designed to work seamlessly with the OmnAI Suite.
You can learn more at 👉 omnaiscope.auto-intern.de


Get Involved

We welcome contributions from the open-source community! 🚀

  • Monthly onboarding meetings
  • Regular meet-ups announced in the OmnAI-View Forum

Join us, contribute ideas, and help us build an open ecosystem for time-series data!


License

OmnAI is released under an open-source license (see individual repositories for details).

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  1. OmnAIView OmnAIView Public

    Angular-Based UI for timeseries data visualization, analysis (based on APIs) and distribution

    TypeScript 4 25

  2. OmnAIScope-DataServer OmnAIScope-DataServer Public

    OmnAI Scope Dataserver, Used to communicate with a OmnAIScope and the OmnAIView Frontend

    C++ 3

Repositories

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