It's definitely getting better. With fast.ai, and Tensorflow coming with examples and docs to get started, I was able to make a proof of concept in a few hours to solve a real problem for real money.

It feels like we are on the cusp of non-experts being able to get real results and them being able to improve on classifiers for their domain. It almost feels like right before Rails took the world by storm.