Git Product home page Git Product logo

alias's Introduction

Alias

Alias is an AI-powered 2D image to 3D NFT avatar generation tool. Simply upload a picture of yourself to create a 1:1 3D NFT avatar!

YouTube Video: https://www.youtube.com/watch?v=iNvRMrItEu4

Inspiration

As gamers and Web3 enthusiasts, we were appalled by the limited personalization options available for avatars in Web2 and Web3 games/social media platforms. We noticed that users often have to choose from a limited set of pre-designed avatars, which doesn't always allow for individuality and self-expression. With our tool, we wanted to give users the ability to easily create highly personalized avatars that truly reflect who they are.

How We Built It

Our front-end comprises HTML, CSS (Tailwind), and JavaScript (React), which was then hosted on Spheron. Wallet integration was achieved via the RainbowKit Wallet SDK.

We leveraged the OpenZeppelin Contract Wizard for the ERC-721 (NFT) standard and Web3.storage (Filecoin) for hosting our metadata on IPFS. The contracts were deployed on Fantom, Theta Network, Shardeum, and several other EVM-compatible (test) networks.

We used the PIFuHD model (Pixel-Aligned Implicit Function for High-Resolution Human Digitization), a neural network model to reconstruct 3D human bodies from 2D images (credits: Facebook). Using this model, we made an API (and leveraged AWS to host it). Given any 2D image of a person, PIFuHD can generate a 3D avatar!

Deployed Networks

  • Fantom
  • Shardeum
  • OKT Chain
  • Unique Network
  • Theta Network
  • Neon EVM (Solana)

Challenges we ran into

  • Front-end (second time building with React)
  • ApeWorX (slight adjustment from Hardhat)
  • Powershell. (our smart contract dev uninstalled Windows and switched to Linux midway)
  • Time crunch (final exams/family vacations curtailed building time)
  • Limited developers (two-person team for entire project)

Accomplishments that we're proud of

  • Deployed API on AWS but ran out of memory (testing with local deployment)
  • Built with React (devs are primarily back-end)
  • First time using ApeWorX and PyTest (migrated from Hardhat)
  • First time using PIFuHD
  • Intersecting AI and blockchain!
  • Built this as a two-person team!
  • Fantastic UI!

What we learned

  • React
  • ApeWorX
  • PyTest
  • PIFuHD model and its inner workings!
  • RainbowKit SDK

What's next for Alias

  • UI/UX enhancement
  • Real-time filters (for streaming/video conferencing); requires constant webcam/camera input instead of singular image.
  • Payment plan (subscription or freemium model; possibly API leasing)
  • Social media/video conferencing filters of avatars

alias's People

Contributors

sreeduggirala avatar

Watchers

Kostas Georgiou avatar  avatar

Forkers

blkluv

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.