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)
This last Sunday, Microsoft
announced radical changes to the next generation augmented reality HoloLens
by incorporating an artificial intelligence coprocessor. What is HoloLens? HoloLens is essentially a holographic computer built into a headset that lets you see, hear, and interact with holograms within an environment such as a living room or an office space.
The AI coprocessor
will expand the capabilities of the HoloLens allowing it to analyze visual and
auditory data locally, without having to send and receive information from a cloud based server,
giving the next generation HoloLens faster processing times and increased
mobility.
“… and this is the kind of thinking you need if you’re going
to develop mixed reality devices that are themselves intelligent. Mixed reality
and artificial intelligence represent the future of computing, and we’re
excited to be advancing this frontier.” Wrote Marc Pollefeys, Director of
Science for the HoloLens at Microsoft, in their latest
blog post.
Previously, the current version of the HoloLens could only
perform simple augmented reality tasks such as simple visual interactions and
displays. However with the AI coprocessor Microsoft plans to develop, the next
generation HoloLens will be able to perform much more complex interactions
and tasks. Possible examples of these tasks could be displaying real time
statistics on products. Since the AI coprocessor will help with tagging data in
the real world the HoloLens can present overlays that are incredibly
informative.
Microsoft plans of create the silicon AI coprocessor in
house because they believe that is the most productive way to unlock the best
uses from augmented and mixed reality environments. Google has also built its
own AI processor, and Apple has also been developing its own dedicated AI chip
for the iPhone. However, Micorsoft’s approach to developing its own AI
coprocessor chip is to unlock the full potential of MXNet,
an open-source deep neural-network framework that Microsoft supports.
With Microsoft developing their own AI coprocessor to incorporate
into their next generation HoloLens, Microsoft is taking augmented and mixed
intelligent reality to the next level. Removing cloud based
computing to store information locally, giving the HoloLens increased
processing times and enhanced real world interactions. All of these
enhancements will make for faster and smarter business decisions, allowing
companies and organizations to win and succeed through an intelligent augmented
reality.