Giter VIP home page Giter VIP logo

vb_demo's Introduction

Visual Behavior项目demo

PnP Transformer

目的:设计一个Transformer模型来解决SLAM中的PnP问题

训练集表现

超过传统的RANSACEPnP算法

训练集效果

测试集表现

损失函数不收敛

测试集效果

BEV VO

提升前端VO特征提取的性能

ORB Feature

特征点太中心化,容易检测噪点为特征点

ORB Feature

ORB SLAM feature

特征点分布均匀,但是鲁棒性不强,容易检测噪点为特征点

ORB SLAM feature

SuperPoint+LightGlue

稳定

SuperPoint+LightGlue

Final Result

Final Result

vb_demo's People

Contributors

guokekkk avatar

Watchers

 avatar

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.