Max and Machine Learning with RunwayML - On-demand hero

Course template / hosted architecture draft

Max and Machine Learning with RunwayML - On-demand

** 10/04/2024 Update: this course has not been updated following recent changes in RunwayML. We’ve made that course free as a result, and it will ultimately be retired. RunwayML is […]

Level

Level 3

Duration

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Format

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Course overview

** 10/04/2024 Update: this course has not been updated following recent changes in RunwayML. We've made that course free as a result, and it will ultimately be retired. RunwayML is a platform that offers AI tools to artists without any coding experience. Max/MSP is a visual programming environment used in media art that can be used to control RunwayML in a more efficient way.

Who is this course for?

  • • Learn to generate/process images and videos with deep learning models in Max and RunwayML.
  • • Artists, musicians, and creative technologists interested in creative coding.
  • • Learners who want to develop practical skills and creative workflows.

Requirements

  • • A computer and internet connection
  • • Access to a copy of Max 8 (either trial or licence)
  • • A code editor such as Visual Studio Code, Sublime or Atom
  • • Attendees need to create a RunwayML account

Course content

Session 1

Max and Machine Learning with RunwayML - Session 1

Resources · 1 - Intro AI · 2 - Intro RunwayML

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Session 2

Max and Machine Learning with RunwayML - Session 2

1 Resources - generate image from text (pt.2) · 1 - Generate Image from text (pt.2) · 2 - Dataseta and Training

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Session 3

Max and Machine Learning with RunwayML - Session 3

Useful links · Training · Images and videos generation

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Session 4

Max and Machine Learning with RunwayML - Session 4

Resources · Links to in-depth information · Part 1 - NodeScript pt 1 - Initialisations

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Session materials

Max and Machine Learning with RunwayML - Session 1

Resources

Open resource

Max and Machine Learning with RunwayML - Session 1

1 - Intro AI

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Max and Machine Learning with RunwayML - Session 1

2 - Intro RunwayML

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Max and Machine Learning with RunwayML - Session 1

3 - Generate image from text (pt.1)

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Max and Machine Learning with RunwayML - Session 2

1 Resources - generate image from text (pt.2)

Open resource

Max and Machine Learning with RunwayML - Session 2

1 - Generate Image from text (pt.2)

Open resource

Max and Machine Learning with RunwayML - Session 2

2 - Dataseta and Training

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Max and Machine Learning with RunwayML - Session 2

From text to Image with websockets - Part 1

Open resource

Max and Machine Learning with RunwayML - Session 2

From text to Image with websockets - Part 2

Open resource

Max and Machine Learning with RunwayML - Session 2

From text to Image with websockets - Part 3

Open resource

Max and Machine Learning with RunwayML - Session 2

From text to Image with websockets - Part 4

Open resource

Max and Machine Learning with RunwayML - Session 2

Part 5 - Dataset

Open resource

Max and Machine Learning with RunwayML - Session 3

Useful links

Open resource

Max and Machine Learning with RunwayML - Session 3

Training

Open resource

Max and Machine Learning with RunwayML - Session 3

Images and videos generation

Open resource

Max and Machine Learning with RunwayML - Session 3

Part 1 - Training a dataset

Open resource

Max and Machine Learning with RunwayML - Session 3

Part 2 - GAN and latent space

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Max and Machine Learning with RunwayML - Session 3

Part 3 - Software architecture pt.1

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Max and Machine Learning with RunwayML - Session 3

Part 4 - Software architecture pt.2

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Max and Machine Learning with RunwayML - Session 3

Part 5 - Recap

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Max and Machine Learning with RunwayML - Session 3

Resources

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Max and Machine Learning with RunwayML - Session 3

Part 6 - ffmpeg fix

Open resource

Max and Machine Learning with RunwayML - Session 4

Resources

Open resource

Max and Machine Learning with RunwayML - Session 4

Links to in-depth information

Open resource

Max and Machine Learning with RunwayML - Session 4

Part 1 - NodeScript pt 1 - Initialisations

Open resource

Max and Machine Learning with RunwayML - Session 4

Part 2 - NodeScript pt 2 - Noise Loop

Open resource

Max and Machine Learning with RunwayML - Session 4

Part 3 - NodeScript pt 3 - Generate images

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Max and Machine Learning with RunwayML - Session 4

Part 4 - NodeScript pt 4 - Write binary to disk

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Max and Machine Learning with RunwayML - Session 4

Part 5 - NodeScript pt 5 - Generate video

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Max and Machine Learning with RunwayML - Session 4

Part 6 - Post-process videos

Open resource

Instructors

Marco Accardi

Marco Accardi

Instructor

Marco Accardi is a trained musician, multimedia artist, developer and teacher based in Berlin. He is the co-founder of Anecoica, a collective that organises events combining art, science and new technologies.

Frequently asked questions