How might we transform emotions through machine learning to enhance creativity?

Emoción AI is an AI-powered drawing tool that uses ML model to analyze people’s emotional perceptions of line quality and form, to inspire your creative work.

Machine Learning can see pattern in an image.
Can it discern the emotional expression of lines and determine how formal attributes influence those emotions?

In order to figure it out, we gathered sketches created by individuals experiencing specific emotions, and utilize them to train our machine learning model.

What we found?

Emotion is another layer of information that can be detected by the machine. We can use them as our new design tool, as another way of expression!

When sketching, users can choose specific brush tailored to the emotion they wanted to express in their drawing.

Machine-generated brushes collections are here to inspire your creative works.

Emotion Visualization provides a way to see how the lines are perceived by machine.

Community allow users to explore others' brushes and share the brushes trained by themselves.

Use can also choose to train their own brush and share with the community

Backend Logic

Design Detail

Team

Jiaying Wang, Oskar Qian

Responsibility

ML Training, Technology Research, UI Design, Motion Design

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