From a8ce81b8953432e84e8a5f40fd082be5abedaebb Mon Sep 17 00:00:00 2001 From: "Jack B. Du" Date: Sun, 4 Aug 2024 18:39:04 -0400 Subject: [PATCH] add examples --- 00-introduction/README.md | 73 ++++++++++++++++++++++++++++++--------- 1 file changed, 56 insertions(+), 17 deletions(-) diff --git a/00-introduction/README.md b/00-introduction/README.md index 9ab846c..938e8cf 100644 --- a/00-introduction/README.md +++ b/00-introduction/README.md @@ -6,20 +6,64 @@ - Define Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL). - Overview of applications of machine learning, especially for art and design. -- History of machine learning. -- Overview of tools for machine learning. -- Classification and regression. +- Learn about the history of machine learning. +- Learn about tools for machine learning. +- Understand the difference between classification and regression. ## Outline -- Introductions -- Syllabus -- Lecture: Introduction to ML -- p5.js review - - shapes - - variables - - conditionals - - loops +### Drawing + +- [Scrying Pen](https://experiments.withgoogle.com/scrying-pen) by Andy Matuschak. +- [Handwriting with a Neural Net](https://experiments.withgoogle.com/handwriting-with-a-neural-net) by Shan Carter, David Ha, Ian Johnson, Chris Olah. +- [Quick, Draw!](https://quickdraw.withgoogle.com) by Jonas Jongejan, Henry Rowley, Takashi Kawashima, Jongmin Kim, Nick Fox-Gieg, with friends at Google Creative Lab and Data Arts Team. + +### Images + +- [Pix2Pix](https://phillipi.github.io/pix2pix/) by Isola, Phillip and Zhu, Jun-Yan and Zhou, Tinghui and Efros, Alexei A. +- [Fast Style Transfer in TensorFlow](https://github.com/lengstrom/fast-style-transfer) by Logan Engstrom. +- [This Repository Does Not Exist](https://github.com/paulbricman/thisrepositorydoesnotexist) on GitHub. +- [Stable Diffusion](https://stability.ai/news/stable-diffusion-public-release) by Stability AI. + - [Stable Diffusion Demo](https://stability.ai/news/stable-diffusion-announcement) on HuggingFace. + - [Diffuse the Rest Demo](https://huggingface.co/spaces/huggingface-projects/diffuse-the-rest) on HuggingFace. +- [DALL·E](https://openai.com/index/dall-e/) by OpenAI. +- [DALL·E mini Demo](https://huggingface.co/spaces/dalle-mini/dalle-mini) on HuggingFace. + +### Videos + +- [Motion Representations for Articulated Animation](https://github.com/snap-research/articulated-animation) by Siarohin, Aliaksandr and Woodford, Oliver and Ren, Jian and Chai, Menglei and Tulyakov, Sergey. +- [Gen-3 Alpha](https://runwayml.com/research/introducing-gen-3-alpha) by Runway. +- [Sora](https://openai.com/index/video-generation-models-as-world-simulators/) by OpenAI. + +### Arts & Culture + +- [X Degrees of Separation](https://experiments.withgoogle.com/x-degrees-of-separation) by Mario Klingemann & Simon Doury. +- [Art Palette](https://experiments.withgoogle.com/art-palette) by Simon Doury & Etienne Ferrier. +- [Runway Palette](https://experiments.withgoogle.com/business-of-fashion) by Artist in Residence at Google Arts & Culture Lab: Cyril Diagne, in collaboration with The Business of Fashion. + +### Physical Computing + +- [Objectifier Spatial Programming](https://experiments.withgoogle.com/objectifier-spatial-programming) by Bjørn Karmann. +- [Intel Curie Pattern Matching Dress](https://www.hackster.io/kitty-yeung/arduino-101-intel-curie-pattern-matching-dress-9cc783) by Kitty Yeung. +- [Rock-Paper-Scissors Machine](https://experiments.withgoogle.com/rock-paper-scissors) by Kaz Sato. + +### Texts + +- [GPT-4](https://openai.com/index/gpt-4/) by OpenAI. + - [GPT-2 Demo](https://transformer.huggingface.co/doc/distil-gpt2) on HuggingFace. +- [Copilot](https://github.com/features/copilot) by GitHub. + +### Playful + +- [Emoji Scavenger Hunt](https://experiments.withgoogle.com/emoji-scavenger) by Google Brand Studio. +- [Giorgio Cam](https://experiments.withgoogle.com/giorgio-cam) by Eric Rosenbaum & Yotam Mann. +- [Thing Translator](https://experiments.withgoogle.com/thing-translator) by Dan Motzenbecker. +- [ml5.js Playful Examples](https://ml5-fellowship-2020.github.io/examples/) by Andreas Refsgaard. + +### Accessbility + +- [Creatability](https://experiments.withgoogle.com/collection/creatability) from Experiments with Google. +- [Be My AI](https://www.bemyeyes.com/blog/announcing-be-my-ai) from Be My Eyes. ## Supplemental Materials @@ -28,12 +72,7 @@ - Watch [Seeing Machines Think](https://youtu.be/ugkfmHBW74Q) by Martin Wattenberg and Fernanda Viégas. - Watch [Weird Intelligence](https://vimeo.com/304110435) by Kyle McDonald. -### Creative Examples - -- [ml5.js Playful Examples](https://ml5-fellowship-2020.github.io/examples/) by Andreas Refsgaard. -- [Creatability](https://experiments.withgoogle.com/collection/creatability) from Experiments with Google. - -### p5.js Review +### p5.js Video Tutorials - [Learning While Making p5.js with Lauren McCarthy](https://youtu.be/1k3X4DLDHdc). - [p5.js web editor with Cassie Tarakajian](https://youtu.be/x1rJJRVTpAI).