Code Monkey home page Code Monkey logo

scene_nvs's Introduction

Novel View Synthesis for Scenes in the Wild

Michal Neumayr, Tim Tomov
Technical University of Munich

Code | Report | Poster

Proposed Architecture

This is the repository for the project "Novel View Synthesis for Scenes in the Wild" as part of the course "Advanced Deep Learning for Visual Computing" by Prof. Nießner's chair. We propose a novel combination of local as well as global conditioning modules with which we finetune Stable Diffusion on the ScanNet++ dataset.

1. Set up wandb (https://docs.wandb.ai/quickstart)

Sign up for a free account and login to your wandb account.

wandb login

Paste the API key from https://wandb.ai/authorize when prompted.

2. Download the dataset

Register on the website and follow the download script.

3. Set up the environment

Clone repository and set up virtual environment.

git clone https://github.com/michaelnoi/scene_nvs.git
cd scene_nvs

pyenv virtualenv 3.10.10 nvs
pyenv local nvs

Install packages with poetry.

poetry install

scene_nvs's People

Contributors

michaelnoi avatar timalexander avatar

Watchers

avatar

Forkers

timalexander

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.