-The file `cnn-svrt.py` provides the implementation of two deep
-networks designed by Afroze Baqapuri during an internship at Idiap,
-and allows to train them with several millions vignettes on a PC with
-16Gb and a GPU with 8Gb.
+The file
+[`cnn-svrt.py`](https://fleuret.org/git-extract/pysvrt/cnn-svrt.py)
+provides the implementation of two deep networks designed by Afroze
+Baqapuri during an internship at Idiap, and allows to train them with
+several millions vignettes on a PC with 16Gb and a GPU with 8Gb.