For automating the creation of large batches of AI-generated artwork locally.
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Updated
Mar 30, 2023 - Python
For automating the creation of large batches of AI-generated artwork locally.
Getting the latest versions of Disco Diffusion to work locally, instead of colab. Including how I run this on Windows, despite some Linux only dependencies ;)
Multiple notebooks which allow the use of various machine learning methods to generate or modify multimedia content
Implements VQGAN+CLIP for image and video generation, and style transfers, based on text and image prompts. Emphasis on ease-of-use, documentation, and smooth video creation.
Start here
Local image generation using VQGAN-CLIP or CLIP guided diffusion
A simple library that implements CLIP guided loss in PyTorch.
Based on the Disco Diffusion, we have developed a Chinese & English version of the AI art creation software "AI Atelier". We offer both Text-To-Image models (Disco Diffusion and VQGAN+CLIP) and Text-To-Text (GPT-J-6B and GPT-NEOX-20B) as options. 在Disco Diffusion模型的基础上,我们开发了一款汉化版AI艺术创作软件“AI聊天画室”。我们同时提供了文本生成图像模型(Disco Diffusion与VQGAN+CLIP)及文本生成文本…
Streamlit Tutorial (ex: stock price dashboard, cartoon-stylegan, vqgan-clip, stylemixing, styleclip, sefa)
Traditional deepdream with VQGAN+CLIP and optical flow. Ready to use in Google Colab.
Art generation using VQGAN + CLIP using docker containers. A simplified, updated, and expanded upon version of Kevin Costa's work. This project tries to make generating art as easy as possible for anyone with a GPU by providing a simple web UI.
ArtAI is an interactive art installation that collects people's ideas in real-time from social media and uses deep learning and AI art generation to curate these ideas into a dynamic display.
The purpose of the project is to understand a basic GAN from scratch. A WGAN was built to generate people's faces based in the Celeba Dataset. VQGAN + CLIP model was used to generate unique designs that would be used in fashion.
Gradio Web app for running VQGAN-CLIP locally
creates item images utilizing procgen and neural networks
Mozart - A Generative Art Platform
creates ability icon images utilizing procgen and neural networks
VQGAN and CLIP are actually two separate machine learning algorithms that can be used together to generate images based on a text prompt. VQGAN is a generative adversarial neural network that is good at generating images that look similar to others (but not from a prompt), and CLIP is another neural network that is able to determine how well a c…
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