slambook-en
The English version of 14 lectures on visual SLAM. (by gaoxiang12)
slambook_python
Going through the slam book using python libraries (symforce) (by sudo-robot-destroy)
| slambook-en | slambook_python | |
|---|---|---|
| 11 | 1 | |
| 1,369 | 0 | |
| - | - | |
| 0.0 | 4.4 | |
| 12 months ago | 9 months ago | |
| TeX | Makefile | |
| GNU General Public License v3.0 only | - |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
slambook-en
Posts with mentions or reviews of slambook-en.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-17.
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How to implement SLAM from scratch in C++
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
- SLAM localization methods?
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Trying to understand the complications of including geometric priors in SLAM
According to a popular slam book(https://github.com/gaoxiang12/slambook-en/blob/master/slambook-en.pdf) this has to do with solving the Hx=g with schur trick and how row operations induce some implicit constraints during the marginalization step ( pg 211~213). However, I don't think I am getting the full picture here.
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Starting point for learning VSLAM?
Hi, I work on a tangentially related topic and the best resource I've found so far is this book: https://github.com/gaoxiang12/slambook-en/blob/master/slambook-en.pdf. I went through some chapters only, but everything seems to be explained clearly and with code examples. Hope this helps!
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Clarification for Lie Algebra
I am trying to understand the Lie algebra for robotics and reading up this: https://github.com/gaoxiang12/slambook-en/blob/master/slambook-en.pdf
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Mono SLAM -Camera pose on Mobile Robot
If you're wanting to learn how all this stuff works I highly recommend this open source book: https://github.com/gaoxiang12/slambook-en
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Literature request: Lie groups and algebra
Hey! I was in your shoes a couple months ago! The YouTube video that the_remainder posted is how I wrapped my mind around lie algebra, but in order for me to be able to use it effectively took going through the relevant chapter in the slambook (https://github.com/gaoxiang12/slambook-en)
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C++ or Python (SLAM)
Great book to learn slam https://github.com/gaoxiang12/slambook-en
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Online course for SLAM with assignments
https://github.com/gaoxiang12/slambook-en I would recommend this.
- Roadmap to study Visual-SLAM
slambook_python
Posts with mentions or reviews of slambook_python.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-06.
-
SLAM localization methods?
useSophus.ipynb
What are some alternatives?
When comparing slambook-en and slambook_python you can also consider the following projects:
symforce - Fast symbolic computation, code generation, and nonlinear optimization for robotics
ORB_SLAM2 - Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities
ORB_SLAM - A Versatile and Accurate Monocular SLAM
Mini-SLAM_student - Student version of Mini-SLAM.
rpg_svo - Semi-direct Visual Odometry
ORB_SLAM3 - ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM
slam - A simple slimmed down mono slam implementation
pytagmapper - Python Mapping library for Fiducial Tags
visual-slam-roadmap - Roadmap to become a Visual-SLAM developer in 2023
dso - Direct Sparse Odometry