tyrion cannister neural styles by dora korpar and siphan bou

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Tyrion Cannister: Neural Style GUI @DoraKorpar @SiphanBou Full-Stack Software Engineering Students @holbertonschool

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Page 1: Tyrion Cannister Neural Styles by Dora Korpar and Siphan Bou

Tyrion Cannister: Neural Style GUI

@DoraKorpar@SiphanBou

Full-Stack Software Engineering Students @holbertonschool

Page 2: Tyrion Cannister Neural Styles by Dora Korpar and Siphan Bou

Part 1 - How did we end up here

Part 2 - What we built and why

Agenda

Page 3: Tyrion Cannister Neural Styles by Dora Korpar and Siphan Bou

Part 1 - How did we end up here?

Page 4: Tyrion Cannister Neural Styles by Dora Korpar and Siphan Bou

1.1 Before HolbertonDora Siphan

Page 5: Tyrion Cannister Neural Styles by Dora Korpar and Siphan Bou

1.2 About Holberton School• In San Francisco• Open to anyone• Project-based • Peer learning• 2 years incl. 6 month internship• Valuable network of 100+ mentors

Page 6: Tyrion Cannister Neural Styles by Dora Korpar and Siphan Bou

1.3 Docker Hackathon

• Sponsored by Docker• Very first hackathon!• Applying what we’ve learned

Page 7: Tyrion Cannister Neural Styles by Dora Korpar and Siphan Bou

1.3 Docker Hackathon• Build, Ship and Run cool apps with Docker• Challenge: finding an idea that’s cool and useful• Experimenting with Docker Mac Beta

Page 8: Tyrion Cannister Neural Styles by Dora Korpar and Siphan Bou

Part 2 - What we built and why

Page 9: Tyrion Cannister Neural Styles by Dora Korpar and Siphan Bou

2.0 - What is neural styles?

+

● Choose a picture & a painting style

Page 10: Tyrion Cannister Neural Styles by Dora Korpar and Siphan Bou

2.0 - What is neural styles?

+

● Choose a picture & a painting style

Page 11: Tyrion Cannister Neural Styles by Dora Korpar and Siphan Bou

2.1 - Neural styles made simple● Open container with

● Open GUI with “nsgui”● User-friendly:

○ No need to understand algorithm● Demo!

docker run -it --env="DISPLAY" --volume="/tmp/.X11-unix:/tmp/.X11-unix:rw" dorakorpar/nsgui:latest

Page 12: Tyrion Cannister Neural Styles by Dora Korpar and Siphan Bou

2.2 - Why neural styles?

• Technology meets Art:

– A visual way to introduce Deep Learning• Increasing and promoting accessibility

– Not just for developers

Page 13: Tyrion Cannister Neural Styles by Dora Korpar and Siphan Bou

2.3 - Room for improvement• Fix errors with EOG• Documentation• Use nvidia-docker to access GPU from Docker container• Expand functionality to Mac and Windows users• Contribute! It’s open source :)

– https://hub.docker.com/r/dorakorpar/nsgui/– https://github.com/DoraKorpar/DockerCon-Challenge

Page 14: Tyrion Cannister Neural Styles by Dora Korpar and Siphan Bou

Thank you Docker!

Page 15: Tyrion Cannister Neural Styles by Dora Korpar and Siphan Bou

Questions?

Page 16: Tyrion Cannister Neural Styles by Dora Korpar and Siphan Bou

Thank you for listening!

@DoraKorpar@SiphanBou