Giter Site home page Giter Site logo

Comments (1)

crepejung00 avatar crepejung00 commented on August 17, 2024

Hi,
We tested our codes multiple times and verified that the codes faithfully reproduce the results on our paper.
Although we haven't changed any random seeds for our experiment, due to the randomness in the PDF sampling in the split process of the adaptive density control of 3DGS, the results can differ about +- 0.2dB PSNR from the reported values. It seems that the results of all other scenes except the truck scene in the Tanks & Temples dataset are reasonable.
In addition, we have re-cloned our repository and tried training the scenes you mentioned, and we have found that all scenes match the results on the table. Here are the results:

scene PSNR SSIM LPIPS
train 21.089 0.756 0.271
truck 23.478 0.833 0.200
drjohnson 28.960 0.893 0.268
playroom 30.139 0.902 0.258

Could you please try training the truck scene one more time and check if the dataset has not been modified from the original version, which is provided by Inria 3DGS repo?

Thanks,
Jaewoo.

from rain-gs.

Related Issues (14)

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.