Giter Club home page Giter Club logo

comic-gen's Introduction

We have built this project as part of MongoDB GenAI hacakthon in New York. We are actively working on front-end. Planning to release the application soon.

A small Introduction to the project: Our creation - ComicGen, is a RAG-based scene generation model that can create comic-book-style renderings of fan theories and plot extensions. Using MongoDB Atlas Vector Search we vectorize and store a large repository of open-access books, which can be queried by a user for alternative plots or creative story generation. Using Stability AI's Stable Diffusion 1.0, we generate comic strips in a user-specified illustration style. Nomic AI's embedding model on top of LangChain, combined with MongoDB Atlas Vector Search forms the base of our RAG model. This conjuncted with Mistral AI's Quantized Mistral-7B-Instruct-v0.2 taken from Hugging Face generates fine-tuned scripts and scenes. These scenes are fed into the Stable Diffusion model to iteratively generate comic illustrations and rendered using Pillow.

Some Comics generated by our model:

1.Pokemon Manga-style illustration

image

2. Pokemon-Marvel-style illustration.

image

comic-gen's People

Contributors

yashwanth-alapati avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.