Workshop links
- Runway Machine Learning for Creators
- Teachable Machine AliaksandrSiarohin/first-order-model/blob/master/demo.ipynb#scrollTo=UCMFMJV7K-ag)
- How it works, An Overview of Early Vision in InceptionV1, OpenAI Microscope
- Artbreeder
- Colab demo: first order motion
- Just search Google: flower dataset, shoe dataset
- From your own collection: Kooni / Yuma Kishi, Scott Eaton
- Machine Learning datasets (from papers)
- Awsome data (not just images)
- Image dataset list by Golan Levin
Scraping tutorials by Derrick Schultz:
Chrome image downloaders (free, USE AT OWN RISK):
Dataset resizing
- ImageMagick
- Image normalization tools, Python
- Birme online image resizer (eh)
- Photoshop Batch resize images to fit into fixed dimensions
- How to Batch Resize Your Images Quickly Using Photoshop
- Flexxi - Batch Image Resizer - Use at own risk
by Daniel Shiffman / the coding train
- The Coding Train Coding Challenge #150: AI Rainbows with RunwayML and p5.js
- Send mouse input to RunwayML
- Send webcam video to RunwayML - HTTP
- Send webcam video to RunwayML - Socket.io
- Generate StyleGAN Image
- StyleGAN+Runway latent space walks 1/ Lerp loop between two images and 2/ random, constant and noise walks
Others P5.JS / ML5 / TF.JS demos
- Webcam Image Classification using MobileNet and p5.js
- BigGAN send random vector + category to Runway, get image
- Generate single StyleGAN image
- Interpolate between two StyleGAN vectors a/b
- Latent space walk: Random, Directional, Noise
- The huge list of creativity + machine learning works
- Emergent Tool Use from Multi-Agent Interaction / OpenAI
- Mosaic Virus / Anna Ridler
- Eons / Mike Tyka
- Art Breeder / Joel Simon
- Art AI - AI art for sale
- AI Brushes
- Unity Neural network generated faces from segmentation masks
- Kooni / Yuma Kishi
- Another one in this series ^
- StyleGAN model to generate new portraits of non-existing people / Andreas Refsgaard
- FW2020 Menswear Collection / Robbie Barrat and Acne Studios
- pix2pix Learning to see: Gloomy Sunday / Memo Akten
- Talk: Mario Klingemann’s Neurography, Cameraless Photography with Neural Networks
- Talk: Scott Eaton, Artist+AI Lecture: Figures and Form
- Google's Experiment: Visualizing High-Dimensional Space
- Stylegan2 Experiments - Projecting real images of Johnny Depp
- StyleGAN2 inspiration and techniques
- ML4A, Machine Learning for Artists Demos / Gene Kogan
- Turning perler beads into landscape fotos / Andreas Refsgaard @AndreasRef
- Few-shot face translation video / @g_massol
- Experiment with Google
- Creativity disrupted
- Ml5.js community project
- GauGAN experiment / Jonathan Fly
- Segmentation mask (from Unity) into Spade face (from Runway)
- XOROMANCY Using hand tracking to walk latent space
- Live Brush to GauGAN thing
- Passwords.ai
- Write With Transformer: Get a modern neural network to auto-complete your thoughts
- Grover: writes fake news articles
- Talk to transformer
- Gene Kogan
- Mike Tyka
- Mario Klingemann
- Scott Eaton
- Peter Baylies
- Derrick Schultz, On Yotube: bustbright
- Joel Simon
- Philipp Schmitt
- Memo Akten
- Helena Sarin: Neural Bricolage, On Twitter
- Shinseungback Kimyonghun
- Anna Riddler
- Introduction to Synthetic Media Class at ITP/NYU
- Introduction to Machine Learning for the Arts at IMA / Tisch / NYU.
- The Neural Aesthetic @ ITP-NYU, Fall 2018 by Gene Kogan
- Super basic: Andrew NG's AI for everyone
- Fast.AI: Practial, requires Python know-how
- Daniel Shiffman's Coding Train: The bestest creative coding videos
- Peter Baylies StyleGAN 2, trained on WikiArt images
- Google Colab of this ^
- Machine Learning Visual Art Colabs
- How to find new machine learning models and test them in Colab
- "Entar" Colab pipeline for re-masteing, coloring old movies + Ken Burns effect / Denis Malimonov @tg-bomze
- StyleGAN v2: notes on training and latent space exploration
- Train StyleGAN2 in Colab, also in arbitary image sizes
- Runway Processing (not p5!) Library
- A curated list of synthetic content generators
- A collection of StyleGAN pretrained models
- StyleGAN encoder / Peter Baylies
- StyleGAN explorer, works in colab + UI