woctezuma/stable-diffusion-colab

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woctezuma/stable-diffusion-colab

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Colab notebook for Stable Diffusion Hyper-SDXL.

Stable Diffusion XL - Colab

The goal of this repository is to provide a Colab notebook to run the text-to-image "Stable Diffusion XL" model [1].

Usage

Run stable_diffusion.ipynb.

Results

_{Different results obtained with the text prompt: "a photo of an astronaut riding a horse on Mars" using Stable Diffusion XL.}

_{Different results obtained with the text prompt: "a photo of Pikachu fine dining with a view to the Eiffel Tower" using Stable Diffusion XL.}

References

[1] Rombach, Robin, et al. High-resolution image synthesis with latent diffusion models. CVPR 2022. (models & demo)

[2] Karras, Tero, et al. Elucidating the Design Space of Diffusion-Based Generative Models. NeurIPS 2022. (code)

stylegan2-projecting-images

Projecting images to latent space with StyleGAN2.

Jupyter Notebook

steam-market

Find arbitrages on the Steam Market.

finetune-detr

Fine-tune Facebook's DETR (DEtection TRansformer) on Colaboratory.

Jupyter Notebook

SimSwap-colab

Colab notebooks to apply SimSwap to images, animated GIF, and videos.

Jupyter Notebook

download-steam-reviews

Download Steam reviews for any game. Available on PyPI.

hidden-gems

Ranking of Steam games which favors "hidden gems". Featured in PC Gamer.

deep-learning-resources

Books, courses, videos and blogs, mostly about Deep Learning.

steam-stylegan2

Train a StyleGAN2 model on Colaboratory to generate Steam banners.

Jupyter Notebook

steam-stylegan2-ada

Train a StyleGAN2-ADA model on Colaboratory to generate Steam banners.

Jupyter Notebook

steamspypi

SteamSpyPI: an API for SteamSpy. Available on PyPI.

steam-portal

Portal to my Github repositories to analyze Steam data.

glide-text2im-colab

Colab notebook for openai/glide-text2im.

Jupyter Notebook

steam-reviews

Statistics of Steam reviews.

steam-api

Analysis of the Steam store (attributes, categories, genres).

google-colab-transfer

Transfer data between Colab and Drive. Available on PyPI.

steam-image-search

Search for images on Steam using natural language queries.

Jupyter Notebook

epic-games-achievements

Achievements of games on the Epic Games store (EGS).

playing-with-simpleitk

Playing with SimpleITK and nnU-Net to process data from the CHAOS challenge on Google Colab.

Jupyter Notebook

steam-reviews-to-sales

Study the relationship between review numbers and sales for Steam games

steampi

SteamPI: a simple API for Steam. Available on PyPI.

steam-stylegan2-ada-pytorch

Train a StyleGAN2-ADA (PyTorch) model on Colab to generate Steam banners.

Jupyter Notebook

steampy-buy-orders

Automatically set buy orders on the Steam Market with steampy.

google-colab

Train a DCGAN model on Colaboratory to generate Steam banners.

Jupyter Notebook

egs-15DaysofGames

Datamining of 15 Days of (free) Games at the Epic Games Store (EGS).

steam-trade-finder

Find Steam trades for a given appID.

gamedatacrunch

gdc: an API for GameDataCrunch. Available on PyPI.

steam-labs-recommender

Tweak the Interactive Recommender of Steam Labs.

SensCritique-Takeout

SensCritique Takeout. Available on PyPI.

steam-CLIP

Retrieve Steam games with similar store banners, with OpenAI's CLIP.

Jupyter Notebook

steam-stylegan

Train a StyleGAN model on Colaboratory to generate Steam banners.

Jupyter Notebook

puissance4

AI for the game "Connect Four". Available on PyPI.

humble-monthly

Analysis of Humble Monthly Bundles.

steam-api-data

Data consisting of Steam app details.

steam-cut

Count reviews for Steam and non-Steam purchases. Featured in Ars Technica.

stable-diffusion-safety-checker

Python package to apply the Safety Checker from Stable Diffusion.

sample-steam-reviews-with-gpt-2

Sample Steam reviews with the GPT-2 language model.

Jupyter Notebook

egs-datamining

Datamining of Epic Games Store (EGS).

steam-filtered-image-data

Build the Steam-OneFace dataset.

Jupyter Notebook

heroku-clip

Deploy an API built with Streamlit on Heroku, in order to classify images.

recent-sales

Evaluation of sales and revenue generated by Steam games during release week.

sample-steam-descriptions

Sample Steam descriptions with the GPT-2 language model.

Jupyter Notebook

add-free-licenses

Automatically add free licenses on Steam.

match-steam-banners

Retrieve Steam games with similar store banners, with MobileNet v3.

regression

Gaussian Process Regression vs. Relevance Vector Machine.

steam-points-shop

Find games which have been removed from the Steam Points Shop.

steam-store-snapshots

Data snapshots of app lists on Steam.

epic-games-gift-tracker

Track the upcoming gift wrappings on the Epic Games store (EGS).

sample-steam-reviews

Sample Steam reviews with different approaches.

Jupyter Notebook

steam-tag-mapping

Mapping of Steam tags.

steam-reviews-data

Data available to compute statistics of Steam reviews.

steam-next-fest

Play demos for the Steam Next Fest.

Steam-Bayesian-Average

Bayesian average of games, developers, and publishers.

shap-e-colab

Colab notebook to run OpenAI's Shape-E.

Jupyter Notebook

epic-games-tracker

Track the numbers of players and ratings on the Epic Games store (EGS).

download-steam-banners-data

Data consisting of Steam banners.

steam-popular-appids

Find a list of popular Steam appIDs.

steam-descriptions

Retrieve semantically similar Steam games.

Classification-binaire

Modèles de classification binaire.

epic-games-promotion-tracker

Track the upcoming promotional offers on the Epic Games store (EGS).

match-steam-tags

Match Steam tags with appIDs. Available on PyPI.

steam-lightweight-gan

Train a "lightweight GAN" on Colaboratory to generate Steam banners.

Jupyter Notebook

steam-DINOv2

Retrieve Steam games with similar store banners, with Facebook's DINOv2.

Jupyter Notebook

dungleon

A study of the hidden rules of Dungleon.

heroku-flask-api

Deploy an API built with Flask on Heroku, in order to match game banners.

woctezuma.github.io

download-steam-screenshots-data

Data consisting of Steam screenshots.

steam-groups

Analysis of the libraries of members of Steam groups.

metacouncil-goty

MetaCouncil's PC Games of the Year Awards 2018-20, Decade Awards 201X.

steam-DINO

Retrieve Steam games with similar store banners, with Facebook's DINO.

Jupyter Notebook

steam-hype

Find the most followed upcoming Steam games.

steam-svelte-autocomplete

Auto-complete Steam game names with Svelte.

steam-era-goty

SteamEra Games of the Year Awards 2017.

steam-face-detection

Detect faces on Steam store/library banners.

Jupyter Notebook

steam-BEiT

Retrieve Steam games with similar store banners, with Microsoft's Bidirectional Encoder representation from Image Transformers (BEiT).

Jupyter Notebook

download-steam-screenshots

Retrieve Steam games with similar store screenshots, with MobileNet v1.

download-steam-banners

Retrieve Steam games with similar store banners, with MobileNet v1.

epic-games-ratings

Bayesian average ratings of games on the Epic Games store (EGS).

openai-retro-contest

My entry for OpenAI Retro Contest.

geforce-leak

Fetch data from the Geforce leak.

heroku-levenshtein-api

Deploy an API built with Flask on Heroku, in order to match game names.

steam-curator-release-dates

Query Steam API to reveal hidden release dates for a Curator list.

steam-palette-extractor

Find the dominant / most common colors in game banners on the Steam store.

3b1b-wordle-solver

Solve Wordle and Dungleon puzzles with information theory.

bundle-split

Fetch bundle content, then split cost based on prices at keyshop resellers.