I have some criticism of the idea, actually. As someone who doesn't think they have good taste in clothes, I would not use this. I would want to upgrade my wardrobe and improve my style.
It seems like this idea could also achieve that by providing some kind of union of two taste-graphs. I'll input my wardrobe, then select from a set of pre-uploaded designers, and the algorithms can recommend clothes for me to purchase that are inspired by both my taste and the designer's.
What would be neat is if this system could automatically mine the taste graph from historical photographs pulled from social networks and the like, without effort on the user's part. (For example, everything you've uploaded to common social networks, or everything in your phone - if you choose to provide them)
