How to implement SLAM from scratch in C++

This page summarizes the projects mentioned and recommended in the original post on /r/computervision

InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
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SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
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  • slam

    A simple slimmed down mono slam implementation (by gpdaniels)

  • PTAM-GPL

    PTAM (Parallel Tracking and Mapping) re-released under GPLv3.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
  • ORB_SLAM

    A Versatile and Accurate Monocular SLAM

  • ORB_SLAM2

    Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

  • ORB_SLAM3

    ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM

  • lsd_slam

    LSD-SLAM

  • dso

    Direct Sparse Odometry

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
  • Mini-SLAM_student

    Student version of Mini-SLAM.

  • slambook-en

    The English version of 14 lectures on visual SLAM.

  • Looking at code repos is not an effective way to learn in my opinion. I highly recommend this open text book that has practical explained and many code examples https://github.com/gaoxiang12/slambook-en

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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