VQGAN-CLIP has been in vogue for generating art using deep learning. Searching the r/deepdream subreddit for VQGAN-CLIP yields quite a number of results. Basically, VQGAN can generate pretty high-fidelity images, while CLIP can produce relevant captions for images. Combined, VQGAN-CLIP can take prompts from human input, and iterate to generate images that fit the prompts. Thanks to the generosity of creators sharing notebooks on Google Colab, the VQGAN-CLIP technique has seen widespread circulation. However, for regular usage across multiple sessions, I prefer a local setup that can be started up rapidly. Thus, this simple Streamlit app for generating VQGAN-CLIP images on a local environment. Be advised that you need a beefy GPU with lots of VRAM to generate images large enough to be interesting. (Hello Quadro owners!).

Features

  • VQGAN-CLIP: streamlit run app.py, launches web app on localhost:8501 if available
  • CLIP guided diffusion: streamlit run diffusion_app.py, launches web app on localhost:8501 if available
  • python gallery.py, launches a gallery viewer on localhost:5000
  • In the web app, select settings on the sidebar, key in the text prompt, and click run to generate images using VQGAN-CLIP
  • CLIP guided diffusion
  • Output and gallery viewer

Project Samples

Project Activity

See All Activity >

License

MIT License

Follow VQGAN-CLIP web app

VQGAN-CLIP web app Web Site

You Might Also Like
Bright Data - All in One Platform for Proxies and Web Scraping Icon
Bright Data - All in One Platform for Proxies and Web Scraping

Say goodbye to blocks, restrictions, and CAPTCHAs

Bright Data offers the highest quality proxies with automated session management, IP rotation, and advanced web unlocking technology. Enjoy reliable, fast performance with easy integration, a user-friendly dashboard, and enterprise-grade scaling. Powered by ethically-sourced residential IPs for seamless web scraping.
Get Started
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of VQGAN-CLIP web app!

Additional Project Details

Programming Language

Python

Related Categories

Python AI Image Generators, Python Generative AI

Registered

2023-03-22