swiss-ai-center,Swiss AI Center,github

.github

A special repository that sets the GitHub organization profile README.

a-guide-to-mlops

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

ae-ano-detection-service

Anomaly detection of a time series with an autoencoder.

average-shade-service

Service that returns the average shade of an image.

chatbot-ollama-service

Web interface to chat with LLMs served by ollama

classification-benchmark-service

This service benchmarks a dataset with various models and outputs the results sorted by accuracy. In order for the service to work your dataset label column must be called "target". Also to improve the results you may want to remove uneccessary columns from the dataset. Finally, avoid having multiple empty lines at the end of the file.

cml-kubernetes-github-actions-runner-minimal-reproducible-example

This repository contains a minimal reproducible example to illustrate a bug occuring with CML and Kubernetes using a GitHub Actions Runner

cml-with-tpi-from-sources-example

This repository demonstrates the usage of CML with Terraform Provider Iterative from sources

common-code

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

core-engine

The core engine orchestrating all the Swiss AI Center services.

create-a-new-service-generic-template

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

create-a-new-service-model-from-scratch-template

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

digit-recognition-service

Service that recognizes a digit in an image using mnist trained model.

djl-image-sam-example

Djl interface adapter to SAM

document-vectorizer-service

Service to vectorize documents into a FAISS vectorstore.

documentation

The Swiss AI Center project documentation.

doodle-service

This service will analyse a black and white doodle and guess what have been drawn.

dreambooth-example-with-mlops

A Dreambooth example using MLOps tools and practices

face-analyzer-service

Service that analyzes the faces in images.

face-detection-service

Service that detects faces in images and returns the coordinates of the bounding boxes.

giscup2023-deeplabv3plus

GISCUP 2023 submission

giscup2023-paper

Diving into Supraglacial Lakes Detection: a Deep Semantic Segmentation Approach

giscup2023-resnet-unet

GISCUP 2023 submission

hugging-face-image-to-text-service

The service is used to query image-to-text AI models from the Hugging Face inference API.

hugging-face-service

A service that uses the Hugging Face inference API to directly query AI models

hugging-face-text-to-audio-service

The service is used to query text-to-audio AI models from the Hugging Face inference API.

hugging-face-text-to-image-service

The service is used to query text-to-image AI models from the Hugging Face inference API.

hugging-face-text-to-text-service

The service is used to query text-to-text AI models from the Hugging Face inference API.

image-analyzer-service

Service that analyzes images. Returns metadata information about the image.

image-blur-service

Service that blurs the image in the given areas.

swiss-ai-center Goto Github PK

Swiss AI Center's Projects

Recommend Projects

Recommend Topics

Recommend Org