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

Subscribers:
1,720,000
Published on ● Video Link: https://www.youtube.com/watch?v=4MfG9CDufPA



Duration: 5:27
124,119 views
4,137


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:
http://hi.cs.waseda.ac.jp/~esimo/en/research/sketch/
http://hi.cs.waseda.ac.jp:8081/

Recommended for you:
Rocking Out With Convolutions - https://www.youtube.com/watch?v=JKYQOAZRZu4
Separable Subsurface Scattering - https://www.youtube.com/watch?v=72_iAlYwl0c
WaveNet by Google DeepMind - https://www.youtube.com/watch?v=CqFIVCD1WWo

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.
https://www.patreon.com/TwoMinutePapers

Subscribe if you would like to see more of these! - http://www.youtube.com/subscription_center?add_user=keeroyz

Image credits:
Bitmap and vector images (two of them): Wikipedia - https://en.wikipedia.org/wiki/Vector_graphics and https://en.wikipedia.org/wiki/Image_tracing
Image resolution: Wikipedia - https://en.wikipedia.org/wiki/Image_resolution
Vectorization: Wikipedia - https://en.wikipedia.org/wiki/Image_tracing
Thumbnail background - https://pixabay.com/photo-1281718/

Music: Dat Groove by Audionautix is licensed under a Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/)
Artist: http://audionautix.com/

Splash screen/thumbnail design: Felícia Fehér - http://felicia.hu

Károly Zsolnai-Fehér's links:
Facebook → https://www.facebook.com/TwoMinutePapers/
Twitter → https://twitter.com/karoly_zsolnai
Web → https://cg.tuwien.ac.at/~zsolnai/




Other Videos By Two Minute Papers


2017-01-04Stunning Video Game Graphics With Voxel Cone Tracing (VXGI) | Two Minute Papers #117
2016-12-29Image Synthesis From Text With Deep Learning | Two Minute Papers #116
2016-12-17Crumpling Sound Synthesis | Two Minute Papers #115
2016-12-143D Printing Flexible Shells For Molding | Two Minute Papers #114
2016-12-10Multiphase Fluid Simulations | Two Minute Papers #113
2016-12-07Precomputed Deformation Simulations | Two Minute Papers #112
2016-12-04Sound Propagation With Bidirectional Path Tracing | Two Minute Papers #111
2016-12-01Water Wave Simulation with Dispersion Kernels | Two Minute Papers #110
2016-11-273D Printing Acoustic Filters | Two Minute Papers #109
2016-11-23Synchronizing Animations To Sound | Two Minute Papers #108
2016-11-19Deep Learning Program Simplifies Your Drawings | Two Minute Papers #107
2016-11-16Human Pose Estimation With Deep Learning | Two Minute Papers #106
2016-11-13Computer Games Empower Deep Learning Research | Two Minute Papers #105
2016-11-06Building a Community Around Two Minute Papers
2016-11-02How To Steal a Lost Election With Gerrymandering | Two Minute Papers #104
2016-10-29Real-Time Soft Body Dynamics for Video Games | Two Minute Papers #103
2016-10-26Generating Tangle Patterns With Grammars | Two Minute Papers #102
2016-10-093D Printing Materials With Subsurface Scattering | Two Minute Papers #98
2016-10-04Sound Synthesis for Fluids With Bubbles | Two Minute Papers #97
2016-09-303D Printing Auxetic Materials | Two Minute Papers #96
2016-09-28Patreon Update - New Machine!



Tags:
two minute papers
károly zsolnai
károly zsolnai-fehér
deep learning sketch
deep learning sketch simplification
simplify drawings
convolutional neural network sketch simplification
neural network drawing
deep neural network drawing
machine learning sketch simplification
deep learning drawing
deep learning
deep neural network
Learning to Simplify
Convolutional Networks for Rough Sketch Cleanup
sketch cleanup
deep learning sketch cleanup
sketch cleaning
smplify