Hacker News Reader

You could try Torch libraries. There are a few examples on how to (almost) replicate some of Google's neural network models on Imagenet.

Does this work well enough on a modern desktop PC without having access to Google's computing resources?

No idea, but I'm sure their enormous infrastructure helps a lot. Maybe it could be done with some sort of BOINC-type platform.