Giter VIP home page Giter VIP logo

prime-slam

SLAM system using various types of landmarks. README will be supplemented.

Building Docker Image

docker build -t prime-slam .

Running Docker Container

To run the container use the following command:

docker run --rm -v <DATA_PATH>:/data prime-slam [OPTIONAL_ARGS]

The following [OPTIONAL_ARGS] can be used:

optional arguments:
  -h, --help            show this help message and exit
  --data PATH, -d PATH  path to data (default: data/)
  --data-format STR, -D STR
                        data format: tum, icl, icl_tum (default: icl_tum)
  --save-cloud BOOL, -s BOOL
                        save resulting cloud (default: True)
  --cloud-save-path PATH, -S PATH
                        path to the saved cloud (default: resulting_cloud.pcd)
  --verbose BOOL, -v BOOL
                        print metrics (default: True)

Data formats

icl

/data
├── scene_0.depth — depth in ICL format
├── scene_0.png — image
├── scene_0.txt — camera parameters
├── scene_1.depth
├── scene_1.png
├── scene_1.txt
...
├── scene_N.depth
├── scene_N.png
└── scene_N.txt

File names may differ from those shown above. Additional information can be found here.

tum

/data
├── /rgb — depth in ICL format
    ├── image_0.png
    ...
    └── image_N.png
├── /depth
    ├── depth_0.png
    ...
    └── depth_M.png
└── groundtruth.txt — gt poses in TUM format

Additional information can be found here.

icl_tum

ICL data presented in tum format.

prime-slam's Projects

aero-vloc icon aero-vloc

Framework for aerial imagery localization using different VPR systems

deplex icon deplex

Library for Depth Plane Extraction

ef-plane-slam icon ef-plane-slam

Source code for "Eigen-Factors an Alternating Optimization for Back-end Plane SLAM of 3D Point Clouds"

evolin icon evolin

Evaluation of Line Detection and Association

evops-metrics icon evops-metrics

EVOPS is an open-source python library that provides various metrics for evaluating the results of the algorithms for segmenting planes from point clouds collected from LIDARs and RGBD devices.

mrob icon mrob

Cpp-Python library for state estimation in 2D and 3D by solving graph optimization

octreelib icon octreelib

Library for representing point clouds as OcTrees in SLAM.

opencamera-sensors icon opencamera-sensors

Android app for synchronized recording of video and IMU data on one or multiple smartphones with advanced camera options, useful for 3D reconstruction, SLAM, AR, video stabilization. Supports remote control over network.

place-recognition-db icon place-recognition-db

Tool for creating optimally sized databases (containing the minimum number of frames covering the scene) for place recognition task from RGBD and LiDAR data

plane-segmentation-research icon plane-segmentation-research

This repository contains materials for researching semantic and instance plane segmentation from point clouds collected from LiDARs.

recsync-android icon recsync-android

Video recording app with sub-millisecond synchronization accuracy for multiple Android smartphones, useful for creating affordable and easy-to-setup multi-view camera systems for robotics, SLAM, 3D-reconstruction, panorama stitching

solve icon solve

SLAM Oriented Landmark Visualizer and Editor

sova icon sova

SLAM on Voxel Alignment

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.