learning_ai_with_art

A tiny, and easy to use, implementation + collection of resources about AI&Art.

Every time somebody mention AI news in the office, you wonder on the glorious future beyond your daily data taming or pipelines monitoring. In this talk you will be introduced to Neural Networks applied to arts, using a paper "A Neural Algorithm of Artistic Style" as a "deep" start.

• Presented in ScaleConf Colombia 2018 - https://2018.scaleconfco.com/
• Video: https://youtu.be/bUD74QveC4o?si=HLJmmeoO1gbMXGmA
• Deck: https://speakerdeck.com/p1nox/learning-ai-with-van-gogh-botero-and-cruz-diez

Usage

Install Docker.

• Directly from Dockerhub:

docker run -it \
	-v INPUT_PATH:assets/inputs -v OUTPUT_PATH:assets/outputs \
	p1nox/learning_ai_with_art bash

# add input images in assets/inputs (as content and style),
# and output results will be created in assets/outputs
python -m neural_art -c assets/inputs/landscape.jpg -s assets/inputs/vgogh.jpg

• Repo as source:

git clone git@github.com:p1nox/learning_ai_with_art.git

cd learning_ai_with_art
sh build_image.sh
sh start_container.sh

# add input images in assets/inputs (as content and style),
# and output results will be created in assets/outputs
python -m neural_art -c assets/inputs/landscape.jpg -s assets/inputs/vgogh.jpg

AI & Art sources and resources

• A Neural Algorithm of Artistic Style

• Deep Learning & Art: Neural Style Transfer

• Siraj collection on AI and Art

• Painting like Van Gogh with Convolutional Neural Networks

• VGG19 - MatConvNet

• Vincent: AI Artist

• Deep Learning Course - Coursera

• Creating art with deep neural networks

• Computer algorithm can accurately identify Jackson Pollock paintings

• When A Machine Learning Algorithm Studied Fine Art Paintings, It Saw Things Art Historians Had Never Noticed

• Is Art Created by AI Really Art?

• Putting the art in artificial intelligence

• Why AI is a revolution

• JWT's 'The Next Rembrandt' Wins Two Grand Prix at Cannes, in Cyber and Creative Data

• Delivering real-time AI in the palm of your hand

• TensorFlow Implementation of "A Neural Algorithm of Artistic Style"