A map of products where products that "look" the same are close to each other. This is based on deeplearning and t-sne clustering.
This visualization arranges images of Freitag bags in a 2D grid according to their similarities (the more similar, the closest).
See screenshot. It displays the bags arranged in a "similarity-grid".
With more time, you could create a JS map to browse products like you browse a map, and then zoom and click into those.
With more data, not just bags, but also complementary accessories could be added.