pyslam

pySLAM contains a monocular Visual Odometry (VO) pipeline in Python. It supports many modern local features based on Deep Learning. (by luigifreda)

Pyslam Alternatives

Similar projects and alternatives to pyslam

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better pyslam alternative or higher similarity.

pyslam reviews and mentions

Posts with mentions or reviews of pyslam. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-10-27.
  • Modular Open Source Visual SLAM
    4 projects | /r/computervision | 27 Oct 2022
    From what I have understood after reading research papers related to the VSLAM, the modularity aspect is not easy to achieve given the extracted features and descriptors are intrinsically linked with feature matching and handling of map points. I would like to know if there are some good Open Source VSLAM projects available which can be used with different feature extractors so I can get a comparative results with respect to just changing the feature extractors . I have tried pyslam project which is actually quite good considering the modularity but as the author himself points out this is only for academic purposes and when I compared the results of ORB_SLAM2 feature extractor using this module vs the original ORB_SLAM2 for KITTI data set , the results are not comparable. I am also looking into OpenVINS ( and from initial reading it is also using ORB Features, although it does have a base Tracker class which can be modified to create a new Tracker with different descriptor) If anyone has worked with custom feature extractor incorporated into prebuilt SLAM pipeline and can guide me as to how to proceed with the implementation of custom Feature extractor into a SLAM Front end using a Open Source VSLAM framework, it will be really helpful.
  • Questions for SLAM/SfM for Dense 3D Reconstruction (DSO vs ORB, Monofusion etc.)
    7 projects | /r/computervision | 11 Mar 2022
    I've stumbled upon this and that using DL, and will try to check to simultaneously evaluate them next to developing something using pySLAM. At least that's the current plan.
  • Arch linux or Ubuntu for a university student
    1 project | /r/archlinux | 11 Apr 2021
    My question however, is what about certain packages or libraries that I find on github that have been developed and tested on some specific Ubuntu version? Like this pySLAM library - it was developed and tested under Ubuntu 18.04, but is it actually possible to run this on an Arch Linux machine?
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    workos.com | 29 Apr 2024
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Stats

Basic pyslam repo stats
3
1,701
5.4
3 months ago

luigifreda/pyslam is an open source project licensed under GNU General Public License v3.0 only which is an OSI approved license.

The primary programming language of pyslam is Python.


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