OpenMVG (open Multiple View Geometry)
SiftGPU
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| OpenMVG (open Multiple View Geometry) | SiftGPU | |
|---|---|---|
| 10 | 1 | |
| 5,457 | 365 | |
| 1.7% | - | |
| 6.6 | 10.0 | |
| about 1 month ago | almost 2 years ago | |
| C++ | C++ | |
| Mozilla Public License 2.0 | GNU General Public License v3.0 or later |
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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HELP!!
Try to find a community that will know more about openMVG, like the discussion tab on their github.
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Import many photogrammetry software's scenes into Blender
OpenMVG (JSON, NVM, PLY)
- 10 years of OpenMVG. A developer perspective.
- 10 years of OpenMVG - A developer retrospective
- Sharing feedback on 10 years of OSS on OpenMVG
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What are some C++ projects with high quality code that I can read through?
I find openMVG very decent, FTXUI might be a good one and nlohmann's json library is also pretty nice. I don't really know of any project that strictly adheres to the core guidelines, except maybe for some of Jason Turner's (sample) projects.
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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
SiftGPU
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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.
Take a look at BundleFusion: Paper, Project Page, Source Code and SIFTGPU Source Code, used in BundleFusion source. It has a “server GPU” implementation
What are some alternatives?
colmap - COLMAP - Structure-from-Motion and Multi-View Stereo
nerf-pytorch - A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
OpenCV - Open Source Computer Vision Library
BundleFusion - [Siggraph 2017] BundleFusion: Real-time Globally Consistent 3D Reconstruction using Online Surface Re-integration
Meshroom - 3D Reconstruction Software
ACMMP - Multi-Scale Geometric Consistency Guided and Planar Prior Assisted Multi-View Stereo (TPAMI 2022)
OpenSfM - Open source Structure-from-Motion pipeline
VTK - Mirror of Visualization Toolkit repository
ODM - A command line toolkit to generate maps, point clouds, 3D models and DEMs from drone, balloon or kite images. 📷
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