While you'd usually have to describe a photo in words to find corresponding images, stock photo service 500px has built a search engine that lets you browse pictures by
drawing images - no matter how badly sketched they are.
Currently, Splash works solely for searches within 500px’s marketplace, making its application rather limited. To initiate a search, simply choose a color and use the brush to paint the image you want to find.
Splash will take care of the rest.
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