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Quick Draw by Google logo

Quick Draw by Google

Paid

Can a neural network learn to recognize doodling?

5.0
New AI ToolsContact
Type
Saas
Company
Google
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About Quick Draw by Google

Quick, Draw! is an online game developed by Google Creative Lab and Data Arts Team that uses a neural network to guess what a user is doodling in under 20 seconds. Players draw a given prompt, and the AI attempts to recognize the drawing in real time, providing feedback on whether it was identified correctly and showing similar guesses. The game also contributes drawings to the world’s largest public doodling dataset to aid machine learning research. It is trained on a few hundred concepts and improves as more people play.

Key Features

Neural network guesses doodles in real time
Draw under 20 seconds per prompt
Supports multiple languages (English, Arabic, German, Spanish, French, Italian, Japanese, Korean, Portuguese, Russian, Chinese)
Drawings contribute to the world's largest public doodling dataset
Trained on a few hundred concepts with ongoing learning
Share drawings and view closest matches from the neural network

Pros & Cons

Pros
  • Fun and interactive way to learn about neural networks
  • No cost to play and accessible via web browser
  • Contributes to publicly available dataset for ML research
  • Simple interface with no account required
Cons
  • Limited to a few hundred pre-defined concepts
  • Recognition accuracy is not perfect; neural network often fails to identify drawings
  • Time pressure of 20 seconds may be stressful for some users

Best For

Educational tool to demonstrate machine learning conceptsEntertainment and casual gamingCrowdsourcing training data for doodle recognition research

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FAQ

How does Quick, Draw! work?
It is a game built with machine learning. You draw a given prompt, and a neural network tries to guess what you are drawing. It learns from the millions of drawings submitted by players.
What happens to my drawings?
Your drawings are added to the world’s largest doodling data set, which is shared publicly to help with machine learning research.
Is Quick, Draw! free to use?
Yes, the game appears to be free and requires no payment or account to play.
How many concepts can the neural network recognize?
So far it has been trained on a few hundred concepts, and the developers hope to add more over time.