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@swiss-ai-center

Swiss AI Center

README.md

Swiss AI Center

🌍 Website · 📚 Documentation · 📦 Application · ♾️ A guide to MLOps

The mission of the Swiss AI Center is to accelerate the adoption of artificial intelligence in the digital transition of Swiss SMEs. The associated socio-economic challenge is to increase their competitiveness, limit relocation and create new skills at the interface between laboratories and the practical use of artificial intelligence. - Swiss AI Center website

You can find all the projects we manage in the official documentation at https://docs.swiss-ai-center.ch/reference/.

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  1. documentation documentation Public

    The Swiss AI Center project documentation.

    Dockerfile 1

  2. core-engine core-engine Public

    The core engine orchestrating all the Swiss AI Center services.

    Python 6 1

  3. common-code common-code Public

    This repo contains the common code between services and the core engine. It is installed as a python package.

    Python 1

  4. a-guide-to-mlops a-guide-to-mlops Public

    A simple yet complete guide to MLOps tools and practices - from a conventional way to a modern approach of working with ML projects.

    Dockerfile 18 1

  5. create-a-new-service-generic-template create-a-new-service-generic-template Public template

    This repository contains the Python + FastAPI template to create a service without a model or from an existing model.

    Python 1

  6. create-a-new-service-model-from-scratch-template create-a-new-service-model-from-scratch-template Public template

    This repository contains the Python + FastAPI template to create a service with a model built from scratch.

    Python

Repositories

Showing 10 of 59 repositories
  • ai-days-website Public

    Repository containing the website for the AI Days

    swiss-ai-center/ai-days-website’s past year of commit activity
    TypeScript 0 0 1 1 Updated Oct 9, 2024
  • documentation Public

    The Swiss AI Center project documentation.

    swiss-ai-center/documentation’s past year of commit activity
    Dockerfile 1 0 1 0 Updated Oct 9, 2024
  • planet-recognition-service Public

    A dummy service demonstrating how to integrate MLOps guide tools (BentoML)

    swiss-ai-center/planet-recognition-service’s past year of commit activity
    Python 0 0 0 0 Updated Oct 9, 2024
  • zigzag-binarization-service Public

    This service takes an image as input and outputs the same image, binarized. Zizag uses a window to estimate the average intensity around every pixel to determine whether that pixel is text (foreground) or background. Once this is done, the image is 'scanned' again with this window to make a background estimation, with which the text pixels will be.

    swiss-ai-center/zigzag-binarization-service’s past year of commit activity
    Java 0 AGPL-3.0 0 0 0 Updated Oct 9, 2024
  • pdf-extractor-service Public

    PDF extraction

    swiss-ai-center/pdf-extractor-service’s past year of commit activity
    Python 0 0 0 0 Updated Oct 9, 2024
  • audio-transcription-service Public

    This service use whisper-timestamp to transcribe an audio input and return the transcribed text.

    swiss-ai-center/audio-transcription-service’s past year of commit activity
    Python 0 0 0 0 Updated Oct 8, 2024
  • a-guide-to-mlops Public

    A simple yet complete guide to MLOps tools and practices - from a conventional way to a modern approach of working with ML projects.

    swiss-ai-center/a-guide-to-mlops’s past year of commit activity
    Dockerfile 18 CC-BY-SA-4.0 1 22 2 Updated Oct 8, 2024
  • audio-qa-service Public

    This service transcribe and store the text of an audio file into a vector store, to do QA with an language model.

    swiss-ai-center/audio-qa-service’s past year of commit activity
    Python 0 0 0 0 Updated Oct 8, 2024
  • ts-anomaly-detection-service Public

    Service that performs anomaly detection on unseen time series (zero shot) using the Moment foundation model

    swiss-ai-center/ts-anomaly-detection-service’s past year of commit activity
    Python 0 0 0 0 Updated Oct 8, 2024
  • urban-sound-classifier-service Public

    This service classifies urban sounds

    swiss-ai-center/urban-sound-classifier-service’s past year of commit activity
    Python 0 0 0 0 Updated Oct 3, 2024
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