GithubHelp home page GithubHelp logo

autonomousvision / murf Goto Github PK

View Code? Open in Web Editor NEW
103.0 8.0 6.0 161 KB

[CVPR'24] MuRF: Multi-Baseline Radiance Fields

Home Page: https://haofeixu.github.io/murf/

Python 98.27% Shell 1.73%
multi-baseline view-synthesis 3d-context feed-forward-nerf large-baseline small-baseline latent-volume

murf's Issues

Training on datasets other than DTU

Thanks @haofeixu, for making this amazing work publicly available!
I'm just trying to run training on Realestate10k datasets (I got the full set already), but I noticed that the config yaml files for training on realestate or mixed datasets are not there. Will it be shared? If it's not, it's fine, I just want to ask if the learning rates, optimizer , loss weights the same to the setting used for DTU.

Thanks!

Train with other datasets

Hello, I have some questions about model training that I would like to ask you.
Why the loss I trained with the dtu dataset cannot converge?
How should I use other datasets for training?
Is it easy to train?
Will the effect be the same as the effect you showed?

About the training datasets

Thanks for your excellent work! I would like to ask if the training and testing dataset were conducted separately on the DTU, LLFF, and RealEstate datasets. For example, the model trained on LLFF and then tested on LLFF.

DTU Large Baseline dataset

Hello! i've attempted to follow your instructions, but i can't seem to find where the calibration folder in the dataset is created from! it's not present in the RegNeRF guide you've given link to.

Great paper, can't wait to try it out!

Yiftach

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.