This repository contains the code used for gather the corpus and performing the experiments in Multi-Modal Word Synset Induction Jesse Thomason and Raymond J. Mooney. Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI), August, 2017. as well as code surrounding the development and progress of that work. For the dataset of ImageNet wnids used in that paper, together with their observations' urls, text features, and visual features, contact me at jesse at cs dot utexas dot edu to arrange a transfer (the corpus is a little under 200GB).