OpenMVG (open Multiple View Geometry)
ODM
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| OpenMVG (open Multiple View Geometry) | ODM | |
|---|---|---|
| 4 | 4 | |
| 4,200 | 3,551 | |
| 2.3% | 2.6% | |
| 6.8 | 9.2 | |
| 2 days ago | 11 days ago | |
| C++ | Python | |
| GNU General Public License v3.0 or later | GNU Affero General Public License v3.0 |
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.
OpenMVG (open Multiple View Geometry)
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helpful pointers to state-of-the-art material for depth estimation from multi-view videos captured from cameras with arbitrary poses.
I am looking for some pointers to papers/open-source software that can do fast and accurate depth estimation from multi-view videos. I am aware of colmap and OpenMVG software but was curious to know if there are others out there that outperform these. I am also interested in any state-of-the-art for depth estimation using unsupervised or self-supervised neural networks.
- Packages for Bundle Adjustment
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Does anyone have open source C++ projects that I can try contributing to?
OpenMVG is super cool, and the project lead Pierre is very generous with his time.
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Using Meshroom as a lib in python
Meshroom is just a Python wrapper for VSfM. OpenMVS seems like the package most customizers are starting to use. https://github.com/openMVG/openMVG
ODM
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Need stitching software
You could do this through webodm. www.opendronemap.org
- Drone for Photogrammetry Usage
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3D Modelling + measurements
Check out OpenDroneMap.
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WebODM for Mapping wetlands
We always welcome contributions! Post your plan/idea on https://community.opendronemap.org, we can discuss it there in the open with the rest of the community. Or simply open a pull request, we have various contrib modules in https://github.com/OpenDroneMap/ODM/tree/master/contrib
What are some alternatives?
colmap - COLMAP - Structure-from-Motion and Multi-View Stereo
meshroom - 3D Reconstruction Software
OpenCV - Open Source Computer Vision Library
WebODM - User-friendly, commercial-grade software for processing aerial imagery. 🛩
VTK - Mirror of Visualization Toolkit repository
Blender-Addon-Photogrammetry-Importer - Addon to import different photogrammetry formats into Blender
libvips - A fast image processing library with low memory needs.
OpenEXR - The OpenEXR project provides the specification and reference implementation of the EXR file format, the professional-grade image storage format of the motion picture industry.
tesseract-ocr - Tesseract Open Source OCR Engine (main repository)
CImg - The CImg Library is a small and open-source C++ toolkit for image processing