Swiss AI Center
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ai-days-website
Publiccommon-code
Publica-guide-to-mlops
Publicworkshop-rag
Publicllm-outlines-service
Publiccore-engine
Publictable-extraction-srvc
Publiccreate-a-new-service-model-from-scratch-template
Public templatecreate-a-new-service-generic-template
Public templatelayout-analysis-service
PublicLayout Analysis Service detect part of an image-based document using PP-PicoDet.- Service that performs anomaly detection on unseen time series (zero shot) using the Moment foundation model
- Service that performs optical text recognition (OCR) on animage and returns a JSON file with the detected text and bounding boxes,
summarization-service
PublicThis service uses langchain and LLMs to create summaries of documents.- Detects if a scanned document is upside down
- This service uses rebalances a dataset based on a target class, it combines oversampling (SMOTE) and undersampling (ENN) to be more generalizable. In order for the service to work your dataset label column must be called "target". Finally, avoid having multiple empty lines at the end of the file.
- 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.
hugging-face-service
Public- Draws bounding boxes on an image. The image and the boxes coordinates are given as parameters, the output is a new image in the same format as the input.
- 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.
text-to-speech-service
PublicQueries an API based on Edge-TTS and returns an audio file based on user-submitted text.documentation
PublicThe Swiss AI Center project documentation.audio-qa-service
PublicThis service transcribe and store the text of an audio file into a vector store, to do QA with an language model.mdwrap
Public- This service call Whisper via the Transformers library to transcribe an audio input and return the transcribed text.
table-extraction-service
Publicydata-profiling-service
PublicThis service will produce a complete Exploratory Data Analysis (EDA) on a csv file and export it to a zipped html file.text-summarizer-service
PublicText summarizer service that summarizes a text using the Hugging Face library.- A dummy service demonstrating how to integrate MLOps guide tools (BentoML)
nlp-langid-service
PublicLanguage identification service from a piece of text