GithubHelp home page GithubHelp logo

Comments (1)

jdtardos avatar jdtardos commented on June 1, 2024 3

Yes, you are right, ORB-SLAM3 has random behaviour, giving different results in different executions of the same dataset. You can see it clearly in figure 4 in the ORB-SLAM3 paper: https://arxiv.org/pdf/2007.11898.pdf
I think the differences you show in your results are normal.

I believe there are two main sources of randomness:

  1. The use of random number generators in RANSAC.
  2. The unpredictable interleaving of Tracking, Mapping, and Loop Closing threads, that depends on the operating system scheduler. This unpredictability makes that in different executions the estimated Keyframe poses may differ, or even different frames can be chosen as keyframes.

from orb_slam3.

Related Issues (20)

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.