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Top 10 C++ 3d-reconstruction Projects
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OpenMVG (open Multiple View Geometry)
open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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r3live
A Robust, Real-time, RGB-colored, LiDAR-Inertial-Visual tightly-coupled state Estimation and mapping package
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LiveScan3D
LiveScan3D is a system designed for real time 3D reconstruction using multiple Azure Kinect or Kinect v2 depth sensors simultaneously at real time speed.
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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.
Project mention: Zip-NeRF: Anti-Aliased Grid-Based Neural Radiance Fields | news.ycombinator.com | 2023-06-06I'm anxiously waiting for the code (or for someone to reimplement it open source). Sounds very fun to play with.
I've recently been having fun with OpenMVS [1]. Using Gaussian splatting (which is initialized with a point cloud) would bring it to the next level!
[1] https://github.com/cdcseacave/openMVS
Project mention: Nvidia Is Now More Valuable Than Amazon and Google | news.ycombinator.com | 2024-02-12A lot of projects have trouble moving off of Nvidia's proprietary CUDA platform. An example is this [1] ML repo, the issue has been open for years...
[1] https://github.com/alicevision/AliceVision/issues/439
Project mention: 4K4D: Real-Time 4D View Synthesis at 4K Resolution | news.ycombinator.com | 2023-10-18Related: there was a small project that done similar stuff with Kinect v2 a ~7 years ago that was really impressive for the time. https://github.com/MarekKowalski/LiveScan3D
Now that Kinect v2 can be found for next to nothing and is very easy to mod to use without an expensive adaptor it's a bit of a shame the project was abandoned, from what I've seen the bigger limitations of the project can be overcome (only one Kinect per PC, mainly).
https://github.com/djhaled/Uiana-MapImporter for valorant stuff
C++ 3d-reconstruction related posts
- Nvidia Is Now More Valuable Than Amazon and Google
- Zip-NeRF: Anti-Aliased Grid-Based Neural Radiance Fields
- dust lol
- Doing SLAM with laptop sensors
- Bind at Night
- helpful pointers to state-of-the-art material for depth estimation from multi-view videos captured from cameras with arbitrary poses.
- Packages for Bundle Adjustment
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A note from our sponsor - SaaSHub
www.saashub.com | 25 Apr 2024
Index
What are some of the best open-source 3d-reconstruction projects in C++? This list will help you:
Project | Stars | |
---|---|---|
1 | OpenMVG (open Multiple View Geometry) | 5,457 |
2 | meshlab | 4,415 |
3 | openMVS | 3,098 |
4 | AliceVision | 2,835 |
5 | r3live | 1,846 |
6 | LiveScan3D | 741 |
7 | zed-sdk | 706 |
8 | limap | 636 |
9 | Uiana-MapImporter | 147 |
10 | ScanRig | 38 |
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