Covid19 Dashboard Netherlands

A Dash Plotly dashboard which visualizes Covid19 data concerning the Netherlands supplied by the RIVM: National Institute for Public Health and the Environment. The data on the dashboard is updated multiple times a day to provide up-to-date visualizations. The web application is hosted in a...

Dutch Text Simplification with MUSS

MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases, as the name suggests, can train a state of the art text simplification model with unlabelled data. This is an implementation of the paper for the Dutch language, which is altered to run on a workstation with 32GB RAM...

Review Sentiment Analysis with BERT using TensorFlow and Hugging Face

A simple tutorial on how to use distilBERT or BERT for a NLP classification problem on Google Colab using TensorFlow and Hugging Face pre-trained models. The used data are reviews scraped from the web and pulled through Google Translate to obtain an English review dataset together with the...

Streamlit Deployment of Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning (CAST)

I'm a big fan of vintage posters. In the past I've tried to make vintage posters by scraping a ton of vintage posters, together with landscape pictures, and train a CycleGAN in to apply the style of vintage posters to the pictures. The results were underwhelming and training the networks capable...