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Avant-Garfield - Creating New Comics With Neural Networks

2018-10-13

[public] 290K views, 13.3K likes, dislikes audio only

Using neural networks I generate new, never before seen Garfield comics and explain how it works.

Try It Online: http://codeparade.net/garfield/

Download (Windows 64-bit): https://github.com/HackerPoet/Avant-Garfield/raw/master/AvantGarfield.zip

Source Code: https://github.com/HackerPoet/Avant-Garfield

Chapters:

0:00 Intro

0:54 Ideas

2:15 Network Architecture

3:16 First Test

4:12 Bigger Test

4:50 GANs

5:40 Embedding Encoder

7:16 Hybrid Approach

8:28 Final Results

=== Garfield Resources ===

Original Comics: https://garfield.com/comic

Garkov: http://joshmillard.com/garkov/

Garfield Minus Garfield: http://garfieldminusgarfield.net/

Lasagna Cat: https://www.youtube.com/channel/UC2AQkHXNVA-w9FA1m9VqO7A

=== Music ===

? - Aivi & Surasshu

https://soundcloud.com/aivisura

Charmaine's Jam - Cody Wright

https://soundcloud.com/cody-wright-15


Computer Generates Human Faces by CodeParade
/youtube/video/4VAkrUNLKSo
Neural Network Learns to Sketch Faces (Deep Doodle) by CodeParade
/youtube/video/eEFlk6sSv88
Generating Songs With Neural Networks (Neural Composer) by CodeParade
/youtube/video/UWxfnNXlVy8
Network Architecture
/youtube/video/wXWKWyALxYM?t=135