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Independent game guide

Quick, Draw!

Draw six prompted objects while a neural network tries to recognize each doodle before time runs out.

Source checked by GameWren.The game opens on the creator’s own page; GameWren does not rehost it.

Quick, Draw!

Twenty seconds to make an idea recognizable

Quick, Draw! gives you an object and twenty seconds to sketch it. A neural network watches each stroke and calls out guesses while you draw. If it recognizes the prompt, the round ends early; if not, you still move on to the next object in the set.

Simple silhouettes usually communicate faster than careful detail. Draw the feature that separates the object from similar things first: a handle, a wheel, a beak, or another strong clue. The spoken guesses show what the model thinks it sees and can tell you when the drawing is heading in the wrong direction.

The doodles became a public dataset

Google describes the project as both a game and an example of machine learning. The model does not understand a drawing exactly as a person does; it compares the strokes with patterns learned from many other submitted doodles.

Those drawings were collected into a public dataset for research and creative projects. That makes every short round a compact demonstration of recognition, training data, and error: the network can identify remarkably rough sketches, but an unusual visual shorthand can still confuse it.

Guide

Round
Draw the object named at the top of the screen
Time
The timer gives you twenty seconds for each doodle
AI role
A neural network speaks its guesses while each stroke is added
Result
Review which drawings the model recognized after the set
Research
Submitted drawings contribute to Google's public doodle dataset

Creator's description

Can a neural network learn to recognize doodling?

Also filed under

Video game AI — A neural network guesses each drawing stroke by stroke.

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