Draw to Art uses machine learning to make it possible for anyone to discover art in a whole new way : by matching people’s doodles to drawings, paintings and sculptures from the collections of more than a thousand museums. We created a series of interactive easels that can easily be installed in any event or cultural space, they have already been featured in public exhibitions in The Grand Palais in Paris and the Long Museum in Shanghai amongst many others. We trained a deep neural network to recognize visual features in doodles, like shapes, lines and perspectives. We also trained it to recognize the same features in paintings, sketches and sculptures from the Google Arts & Culture collection so Draw to Art can associate doodles to similar works of art. With Draw to Art, everyone can now use their own creativity to discover artworks from museums around the world.