diff --git a/README.md b/README.md
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 [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/git/https%3A%2F%2Flabs.onb.ac.at%2Fgitlab%2Fa.rabensteiner%2Fextract_figures_abo/HEAD?labpath=extract_figures.ipynb)
 
-This repository provides a Jupyter notebook that uses a YOLOv8 model to extract figures from a book given the url of its iiif manifest.
+This repository provides a Jupyter notebook [extract_figures.ipynb](extract_figures.ipynb) that uses a YOLOv8 model to extract figures from a book given the url of its iiif manifest.
 
 The model has been trained on the following fives book from the ABO corpus:
 - http://data.onb.ac.at/ABO/%2BZ97792402