When most folks think about Machine Learning and Artificial Intelligence, they generally think it’s futuristic science
fiction. iRobot kind of stuff where
androids take over the world and a courageous scientist must hack into the
central computer to save the planet and restore humanity back on top.
You see if you did the iOS10 upgrade to your
iPhone, you’re using machine learning right now and probably didn’t even know
it.
The machine learning algorithm used by iOS
runs natively on your iPhone. You don’t
have to upload your pictures to some High-Performance computing cluster in the
sky. When you take a picture, a lot of
really cool things happen. iOS tags that
photo with the location and time. Simple
stuff given the GPS.
But iOS also runs each photo through about 10
Billion (According to Apple) calculations so iOS can recognize faces in your
photos and group by person, but it also has advanced object recognition, making
it possible to find images of any number of different things. Your little
iPhone knows if you have taken pictures of food, cats, dogs, trees and
automatically tags meta-data to your pictures for instant retrieval by those
search criteria.
OK joke time, Question: What did Will Rogers say to the computer scientist?
Answer: I never Meta-Data I didn't like. Ugh. Sorry about that.
OK joke time, Question: What did Will Rogers say to the computer scientist?
Answer: I never Meta-Data I didn't like. Ugh. Sorry about that.
In my prior Blog The Fourth Industrial Revolution is Here and Why Google is Getting it Right I touched on how Google’s
image and Video API’s were using the virtually unlimited horsepower of the
Google Cloud to dissect videos and images pumped up to the Google Cloud to
detect Great Danes from Poodles but to classify both as dogs.
Well with iOS10, your iPhone can do pretty
much the same thing.
Up will pop a search bar and keyboard. Simply type in the text of the image you want
to search for. In the first case,
“Cats”. and IOS will use the predefined meta-data tags automatically associated
with the images. iOS gathers up “Cat”
related images and presents you with the below collection.
Ridiculously simple. Machine Learning for the
masses and the democratization of what was once highly advanced computer science
in the palm of your hand.
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