TouchDesigner Vol.051 Intro to Deep Learning for Graphics Programmer 【DAY2 Sneak Peek】

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December 19, 2021

Note: This Sneak Peek is a page for DAY1 (2021/12/12 UTC+9) ; TouchDesigner Vol.051 Intro to Deep Learning for Graphics Programmers – From Training to Inference.

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■ Contents (subject to change)
With the development of deep learning, AI-based systems are now in operation everywhere. In graphics programming, we can use the results of various analyses from the camera, such as object recognition and pose estimation. By generating frames directly with generative models such as GAN and VAE, we can create expressions that are different from those of classical methods. In this lecture, as a first step to using deep learning, I will show you the process of training on an architecture designed by yourself using Google Colaboratory and inferring on TouchDesigner using a simple discriminator and generator.

■ Instructor
Scott Allen

Completed Institute of Advanced Media Arts and Sciences(IAMAS) in 2016, studied under Ryota Kuwakubo. Currently enrolled in the doctoral course at Keio University. Focusing on the projection media, he creates an installation aimed at deviating from recognition of currently fixed images using lasers, LEDs, and deep learning generated images. Also he performs in a style that creates images by physically interposing the mechanism of the projection device and adding modulation as an evangelist of “ZOGAKU”, which strictly means playing visuals like musical instruments.
He teaches at Keio University from 2018, Musashino Art University from 2019, Tama Art University and Advanced Media Arts and Sciences(IAMAS) from 2020, Meisei University from 2021 as a part-time lecturer.

Website: https://scottallen.ws/
Twitter: https://twitter.com/Scott_Allen__?s=20

■ Requirements
・A recent computer with the latest official TouchDesigner installed.
・A 2-button mouse with scroll wheel), or 3 button mouse.
・Google account (We will use Google Colaboratory to train models)
・Please consult the System Requirements to make sure your computer is capable of running TouchDesigner.

■ Organizer
TDSW | Tokyo Developers Study Weekend is an organization that runs workshops/events aiming to share techniques and knowledge about digital creativity and networking among creators and manages a community with creative people. We have organized more than 70 events and had more than 4000 attendees in total since April 2018. We deliver exciting after-hours and weekends to creative people focusing on visual programming tools such as TouchDesigner.

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TDSW | Tokyo Developers Study Weekend はデジタルクリエイティブに関する技術や知見シェア、クリエイター同士の交流を目的としたワークショップ・イベントの主催、コミュニティ運営を行う組織です。2018年4月に活動を開始し、これまでに70回を超えるイベント・通算4000人を超える動員を記録しました。TouchDesignerをはじめとするビジュアルプログラミングツールにフォーカスした、ものづくりを愛する人のワクワクするアフター6と週末をお届けします。

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Deep Learning