> One main thing it lacks is imagination. [...] For example, if I ask you to imagine a Guitar playing Dolphin, you could imagine it and even recognize it from a

> One main thing it lacks is imagination. [...] For example, if I ask you to imagine a Guitar playing Dolphin, you could imagine it and even recognize it from a cartoon even though you have never seen it in your life before. Not so for Deep Learning These days one should be careful when claiming things deep learning can't do. There are in fact systems that can imagine things it has never seen before. Here's an example. It takes any text, and imagines an image for it: https://github.com/emansim/text2image https://github.com/emansim/text2image Here's a more recent example, with even higher quality images: http://arxiv.org/pdf/1605.05396v2.pdf http://arxiv.org/pdf/1605.05396v2.pdf