Awesome
ML Visual Art Colabs
A list of cool Colabs on Machine Learning Imagemaking or other artistic purposes
3D Ken Burns Effect
Ken Burns Effect by Manuel Romero • Demo Video by Lia Coleman
3D Photo Inpainting
3D Photography using Context-aware Layered Depth Inpainting • Demo Video
BigBiGAN
BigBiGAN by Tensorflow
BigGan
BigGan by Tensorflow
Colorization
Image Colorizer by DeOldify
Video Colorizer by DeOldify
Coltran by Google Brain
DCGAN
TF-GAN on TPUs by Tensorflow
DeepDream
DeepDream by Alex Mordvintsev • Demo Video
Minimal DeepDream Implementation by Tensorflow
First Order Motion Model
First Order Motion by Aliaksandr Siarohin
FUNIT
FUNIT by shaoanlu
Image/Data Processing
Process WikiArt Dataset by Peter Baylies
Image Generators
Looking Glass 1.1 by bearsharktopus • Tutorial
Lucid
Lucid visualizes the networks of many convolutional neural nets
Lucent - Lucent is a PyTorch variation of Lucid.
Next Frame Prediction
Next Frame Prediction with Pix2PixHD • Training Demo Video • Video Generation Demo
Object Detection
YOLO-v5 by Ultralytics
Object Mask Generation
U Square Net by Derrick Schultz
Shape Matching GAN
Shape Matching GAN by Derrick Schultz
SinGAN
SinGAN by Derrick Schultz • Demo Video
SinGAN Distortions by duskvirkus, inspired by the Yuma Kishi's Studies of Collage of Paintings for Humanity
StyleGAN
Flesh Digressions Loops of the constant and style layers • Demo Video
GanSpace Feature detection using PCA • Demo Video
Barycentric Cross-Network Interpolation with different layer interpolation rates by @arfafax
Network Blending by Justin Pinkney • Demo Video
StyleGAN Paintings (StyleGAN1)
StyleGAN Encoder Tutorial by Peter Baylies
StyleGAN2 by Derrick Schultz
StyleGAN2 by Mikael Christensen
WikiArt Example Generation Peter Baylies
StyleGAN2 Activations and PCA Projection by duskvirkus, Look at lower network levels of SG2 generator.
Style Transfer
Lucid 2D Style Transfer by Google
Neural Style TF by Derrick Schultz • Demo Video
Superresolution
ESRGAN by Derrick Schultz
Image Superresolution by Erdene-Ochir Tuguldur
SRFBN by Derrick Schultz
SR Zoo ported to Colab by Derrick Schultz
Slow Motion
FILM modified by Derrick Schultz from a notebook by тоже моушн
RIFE by Derrick Schultz (modified from Towards Data Science article)
Super Slomo by Erdene-Ochir Tuguldur
Text-to-Image Generation
Aphantasia by Vadim Epstein • Tutorial
Attn-GAN The OG text-to-image generator • notebook by Derrick Schultz
Big Sleep (BigGAN controlled by CLIP) by Ryan Murdock • Demo Video
Disco Diffusion 4.1 by SOMNAI • Demo/Tutorial
IllusTrip by Vadim Epstein • Tutorial
Quick CLIP Guided Diffusion Fast CLIP/Guided Diffusion image generation • by Katherine Crowson, Daniel Russell, et al.
S2ML Art Generator by Justin Bennington
Zoetrope 5.5 CLIP-VQGAN tool by bearsharktopus
Texture Synthesis
Neural Cellular Automata by Alex Mordvitsev
Texturize: Grass Demo • Demo Video
TwinGAN
Unpaired Image to Image Translation
CUT by Derrick Schultz
CycleGAN by Tensorflow
MUNIT by Derrick Schultz
ML Text Colabs
GPT-2
ML Audio Colabs
Magenta
Generating Piano Music with Transformer by Magenta
Jukebox
Sampling and Co-Composing with Prompts by Anthony Matos
Music Source Separation
Demucs • Demo video by Lia Coleman