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

Other Useful Business Software
Enterprise-grade ITSM, for every business Icon
Enterprise-grade ITSM, for every business

Give your IT, operations, and business teams the ability to deliver exceptional services—without the complexity.

Freshservice is an intuitive, AI-powered platform that helps IT, operations, and business teams deliver exceptional service without the usual complexity. Automate repetitive tasks, resolve issues faster, and provide seamless support across the organization. From managing incidents and assets to driving smarter decisions, Freshservice makes it easy to stay efficient and scale with confidence.
Try it Free
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