Seeing is learning…
Wednesday, September 26th, 2012 by Roberto SaraccoWe, as many animals, learn, mostly, by seeing. Images flowing from our eyes to the neural cortex “teach” the brain what is the world. We learn to recognise cats and distinguish them from chairs…. In the process our brain develops specific structures that makes it more and more efficient in recognising things and in creating abstractions.
Why not trying to program a computer to learn from looking at the world? Digital cameras can provide all the images you want…
Well, this is what Vicarious is trying to do and they just got a further 15 million $ funding from venture capitals.
Creating a software that can learn from images is not new, Google announced some time ago they managed to have a program learning to recognise cats in images without having been told what a “cat” is. It was not an easy task though. It took that program hundreds of thousands of images and 16,000 computers working in parallel to discover the “cattiness…”.
Indeed this is what our brain does as we are born and start to look around. Our eyes collect million and million of images that are slowly processed by millions of neurones (we do not know exactly how many, it might be billions…) and as they process they change and the cattiness properties starts to emerge.
Vicarious plans to mimic our visual brain structures to let computer analyse images and learn to identify entities and to create abstract concepts.
The applications of this software, once the challenges are overcome, can be many. They explicitly mention looking at radiographic plates to detect tumours or more simply take a look at the food on our plate to tell us how many calories we would be ingesting…
My feeling is that it will take a lot of time before we can see such capabilities in our hands, but I am sure in the long term it will become normal. The hurdles are many, both in terms of computation power (Kurzweil estimates that a desktop computer can reach the computational capability of a brain in the 4th decade of this century) and in terms of conceptual problems.
I guess we will be seeing some progress and benefit from that in the coming years. Someone may even claim that we are already using face recognition software in programs like iPhoto, and that is a step on the way…

