GithubHelp home page GithubHelp logo

magic-research / getavatar Goto Github PK

View Code? Open in Web Editor NEW
97.0 97.0 8.0 77.1 MB

[ICCV 2023] GETAvatar: Generative Textured Meshes for Animatable Human Avatars

Home Page: https://getavatar.github.io/

License: MIT License

Python 87.16% Shell 0.25% C++ 3.05% Cuda 9.47% GLSL 0.07%

getavatar's People

Contributors

jfzhang95 avatar xuanmeng-zhang avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

getavatar's Issues

Separated "Gnorm" phase?

Hello, Thank you for your greate work.

I have a question on the training code.
I can see that "Gmain" and "Gnorm" phase are separated.
Isn't normal map can be generated during "Gmain" phase?

Is there a reason you have separated normal and texture generation?

Performance about normal map

According to the provided training instructions, the training effect of the normal map is much worse than that of the texture. May I ask what is the specific reason or are there any ways to improve it? Thanks very much!
!
fakes_001331

Texture generation ?

Hello, thank you for sharing your work. I have a few questions on your model. My first question is that does your model output obj file?
And my second question is that does your model generate texture ?

Thanks.

About query on Normal and Texture

Hi,such a great work! but i get some problems
May I ask how to implement queries on textures and normals, and where are these implemented in the code?

The normal is flipped

Hello while experimenting I am facing weird behavior and would like to ask for tips.

When training, the normal vector of the generated mesh gets flipped.

So like in 20th epoch, the normal vector is facing outwards, however around 40th epoch the normal vector starts becoming "noisy". And in 40th epoch the normal vector get completely flipped so facing inwards.

Have you guys encountered this kind of phenomenon ? Could I get a tip on what may be causing this issue please?

Question of the Render about no "white_bg.png"

May I ask why I am running the code of render rgb images of THUMAN2.0 with blender the following error occurred:
Blender 3.2.2 (hash bcfdb14560e7 built 2022-08-02 23:38:01)
Read blend: /home/youzehong/jt/blender-3.2.2-linux-x64/GETAvatar/preprocess/test.blend
GPU 0 enabled
non-existent directory
Error: Cannot read 'white_bg.png': No such file or directory
RuntimeError: Error: Cannot read 'white_bg.png': No such file or directory

Train on other datasets.

If I want to train the model on other non 3D scanning format datasets such as deepfashion, do I need to obtain SMPL labels in the following format:
label info:
0:16 world2camera_matrix shape (16,)
16:19 global_orient shape (3,)
19:88 body_pose shape (69,)
88:98 betas shape (10,)
"""
If so, could you introduce me a work that can obtain SMPL parameters in this format? Thank you very much!

About Dataset of Render People

I found that the 3D scans in the official store of Render People is very expensive (About 29 USD one scan). May I ask if this work has cost a lot of money on this dataset?

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.