The difference is that speech detection is a megabyte problem, while machine vision is a gigabyte problem.
FORBES: Teaching The iPhone To Drive: The Coming Singularity In Machine Vision
Its job is to demonstrate just how much more capable robots become when they have machine vision.
EBay labs employs economists, machine learning and machine vision experts, data miners, natural language processors and human computer interaction specialists.
The company is involved in a European Union programme to develop technology, such as machine vision, to make robots cleverer.
Dr Hinton's experiments have focused on hand-written letters and numbers (handwriting recognition being a crucial, and so-far unsolved, problem in machine vision).
But when machine vision becomes better than human vision the surgeon becomes obsolete.
FORBES: Teaching The iPhone To Drive: The Coming Singularity In Machine Vision
None of this voice and machine vision means that direct touch on touchpads and displays, keyboard and mouse will go away any time soon.
Instead of displaying the pixels and textures in a game, 3D machine vision is pulling in those polygons and textures into the compute device.
Along these lines, last June, Google connected together 16, 000 computer processors into a giant machine vision learning neural net and let them loose on YouTube.
FORBES: Teaching The iPhone To Drive: The Coming Singularity In Machine Vision
Proper machine vision, though, will require a lot of pixels.
Robots with machine vision check to see that bottles and jars are filled to the right level, that the tops and caps fit, that the right labels are stuck on (and neatly, mind).
Machine vision will complete the triumvirate.
FORBES: Teaching The iPhone To Drive: The Coming Singularity In Machine Vision
Google has suggested it could sell auto makers the mapping and machine-vision technology it's developing for its self-driving cars, or offer that technology for free as part of a package of other Google products and services.
He did not have a vision before his Xerox visit, and his idea after was simply to make and market the machine he saw come together in his mind.
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