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| google autodraw |
The brains behind Google's in progress AI Experiments series of inventive machine learning demonstrations have unveiled a brand new entry - it's known as AutoDraw and automatically turns crude scribbles into computer graphics.
It's pretty fun to use. simply pick a colour and begin drawing. As you are doing so, Google's algorithms will try to comprehend what you are attempting to draw and suggest clip art on the top bar. Whenever you like, you can mouse over them and choose one to replace your drawn object.
There are a number of alternative tools too - you can draw without Google's support, as well as add text, shapes and fills to your image. Once you have finished you can either share your creation through the online or download it as a PNG file.
How it works
While Google hasn't released any of the technical details of precisely how it works, we can make some educated guesses at what "the magic of machine learning" really means.
Machine learning is a kind of computation where a machine does not need to be expressly programmed to do one thing. it'll attempt various things, and given the proper feedback will refine its attempts till it gets to a point where it can achieve what you would like it to,
Recognising handwriting is relatively simple - people tend to draw letters by making similar strokes in roughly the same order and direction. No-one draws an S from bottom to top, for example. By making the best guess, and recognising when people correct that guess, it can learn and get better over time.
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