Giter VIP home page Giter VIP logo

actorsnerf's Introduction

ActorsNeRF: Animatable Few-shot Human Rendering with Generalizable NeRFs (ICCV 2023)

ActorsNeRF: Animatable Few-shot Human Rendering with Generalizable NeRFs (ICCV 2023)
JitengMu, Shen Sang, Nuno Vasconcelos, Xiaolong Wang
ICCV 2023

The project page with more details is at https://jitengmu.github.io/ActorsNeRF/.

Citation

If you find our code or method helpful, please use the following BibTex entry.

@article{mu2023actorsnerf,
  author    = {Jiteng Mu and
               Shen Sang and
               Nuno Vasconcelos and
               Xiaolong Wang},
  title     = {{ActorsNeRF:} Animatable Few-shot Human Rendering with Generalizable NeRFs},
  booktitle = {ICCV},
  pages = {18391-18401},
  year      = {2023},
}

actorsnerf's People

Contributors

jitengmu avatar

Stargazers

lpg avatar Alex Yang avatar Lu Ming avatar Zhan Xu avatar Xiong Lin avatar  avatar  avatar  avatar Binary Shadow avatar Jun Liu avatar  avatar Yufan Ren avatar Jose Cohenca avatar Shuai Guo avatar Tong Duan avatar  avatar Kyusun Cho avatar  avatar Fabio Dias Rollo avatar Ray avatar

Watchers

signal processing fan avatar  avatar Alex Yang avatar  avatar  avatar  avatar

Forkers

0iui0 bruinxiong

actorsnerf's Issues

GPU memory used for training

Can you offer some training details about device?
What model of GPU did you use for training, how many cards were involved, and what was the training duration?
Thanks.

Number of synthesized images during few shot-optimization

Thanks for your great work.

I am confused about the number of synthesized images $M$ and $K$ during few-shot optimization.
If $m=5,10,30,100,300$ means the number $M$ of provided set, how many frames were set as suppot set?
If $m=5,10,30,100,300$ means the number $K$ of support set, how many frames were set as provided set?

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.