DeepLearning4j author here. I'd just like to add that despite training neural networks being hard, they are great for understanding data if trained right.

There are a lot of innovations in image processing wrt neural nets specifically. The right neural network can learn everything from scene detection to simple object recognition.

I would highly reccommend taking a look at the neural nets course on coursera to understand some of the use cases.