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A list of Machine Learning Art Colabs

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Name		Name	Last commit message	Last commit date
Latest commit History 169 Commits
3D_Ken_Burns_multiple.ipynb		3D_Ken_Burns_multiple.ipynb
3D_Photo_Inpainting.ipynb		3D_Photo_Inpainting.ipynb
ALIS.ipynb		ALIS.ipynb
Advanced_StyleGAN_Network_bending.ipynb		Advanced_StyleGAN_Network_bending.ipynb
CLIP_Dataset_Filtering.ipynb		CLIP_Dataset_Filtering.ipynb
CUT.ipynb		CUT.ipynb
Colorization_Transformer.ipynb		Colorization_Transformer.ipynb
Coltran.ipynb		Coltran.ipynb
CycleGAN.ipynb		CycleGAN.ipynb
Deep_Music_Visualizer.ipynb		Deep_Music_Visualizer.ipynb
Demucs.ipynb		Demucs.ipynb
GPT_J_6B_Inference_Demo_(Fixed).ipynb		GPT_J_6B_Inference_Demo_(Fixed).ipynb
LPIPS.ipynb		LPIPS.ipynb
LPIPS_sort.ipynb		LPIPS_sort.ipynb
Lucid_style_transfer_2d.ipynb		Lucid_style_transfer_2d.ipynb
ML4A_TSNE.ipynb		ML4A_TSNE.ipynb
ML4A_image_search.ipynb		ML4A_image_search.ipynb
Network_Bending_Static_Images.ipynb		Network_Bending_Static_Images.ipynb
Pix2PixHD_Next_Frame_Prediction.ipynb		Pix2PixHD_Next_Frame_Prediction.ipynb
README.md		README.md
RIFE.ipynb		RIFE.ipynb
Rosinality_SG2_CFF.ipynb		Rosinality_SG2_CFF.ipynb
SWA_playground_SG2ADA.ipynb		SWA_playground_SG2ADA.ipynb
SinGAN_distortions.ipynb		SinGAN_distortions.ipynb
StarGAN_v2_pytorch.ipynb		StarGAN_v2_pytorch.ipynb
StyleGAN2_activations_and_pca_projection.ipynb		StyleGAN2_activations_and_pca_projection.ipynb
Stylegan2_ada_Custom_Training.ipynb		Stylegan2_ada_Custom_Training.ipynb
SuperSloMo.ipynb		SuperSloMo.ipynb
The_Big_Sleep_BigGANxCLIP.ipynb		The_Big_Sleep_BigGANxCLIP.ipynb
attn_gan.ipynb		attn_gan.ipynb
crepe.ipynb		crepe.ipynb
deepdream.ipynb		deepdream.ipynb
flesh_digressions.ipynb		flesh_digressions.ipynb
maua_stylegan2_audioreactive.ipynb		maua_stylegan2_audioreactive.ipynb
stylegan_nada_custom.ipynb		stylegan_nada_custom.ipynb
wasserstein_style_transfer.ipynb		wasserstein_style_transfer.ipynb

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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

Image-GPT by Jonathan Fly

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 Bending • Demo Video

Network Blending by Justin Pinkney • Demo Video

StyleGAN Paintings (StyleGAN1)

StyleGAN Encoder Tutorial by Peter Baylies

StyleGAN2 by Derrick Schultz

StyleGAN2 by Mikael Christensen

SWA Playground by @arfafax

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

Texturize: Gravel Demo

TwinGAN

TwinGAN by Manuel Romero

Unpaired Image to Image Translation

CUT by Derrick Schultz

CycleGAN by Tensorflow

MUNIT by Derrick Schultz

StarGAN v2 PyTorch

ML Text Colabs

GPT-2

GPT-2 by Martin Woolf

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

Other Helpful Repositories

dl-colab-notebooks by Erdene-Ochir Tuguldur

shared_colab_notebooks by Manuel Romero

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