- Georgios Apostolides (5377498) & Michael Joseph Sherman (5248558)
This is a blog post regarding our attempt to reproduce the paper “W-net: A Deep Model for Fully Unsupervised Image Segmentation.  The code for reproduction can be found here: https://github.com/Joesher15/W_net_reproduction
We will first explain the purpose of the paper and how we approached its reproduction as well as some repositories which we found useful and upon which we based our reproduction attempt. We emphasize the difficulties we found in the paper reproduction; this includes some ambiguities in the paper as well as some hyperparameter’s definition missing from the paper itself.