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Two Minute Papers

Deep Learning Program Simplifies Your Drawings | Two Minute Papers #107

Advanced AI EditorBy Advanced AI EditorJune 27, 2025No Comments1 Min Read
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The Ishikawa Watanabe Laboratory, the University of Tokyo laboratory has all rights to the materials shown in the video.

The paper “Learning to Simplify: Fully Convolutional Networks for Rough Sketch Cleanup” and its online demo is available here:

Recommended for you:
Rocking Out With Convolutions –
Separable Subsurface Scattering –
WaveNet by Google DeepMind –

WE WOULD LIKE TO THANK OUR GENEROUS PATREON SUPPORTERS WHO MAKE TWO MINUTE PAPERS POSSIBLE:
Sunil Kim, Julian Josephs, Daniel John Benton, Dave Rushton-Smith, Benjamin Kang.

Subscribe if you would like to see more of these! –

Image credits:
Bitmap and vector images (two of them): Wikipedia – and
Image resolution: Wikipedia –
Vectorization: Wikipedia –
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Music: Dat Groove by Audionautix is licensed under a Creative Commons Attribution license (
Artist:

Splash screen/thumbnail design: Felícia Fehér –

Károly Zsolnai-Fehér’s links:
Facebook →
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Web →

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