depthai
OpenMVG (open Multiple View Geometry)
depthai | OpenMVG (open Multiple View Geometry) | |
---|---|---|
1 | 10 | |
869 | 5,485 | |
1.2% | 1.1% | |
8.6 | 6.6 | |
8 days ago | about 2 months ago | |
Python | C++ | |
MIT License | Mozilla Public License 2.0 |
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.
depthai
-
helpful pointers to state-of-the-art material for depth estimation from multi-view videos captured from cameras with arbitrary poses.
ah, good call-out. Luxonis' DepthAI has solid resources for this here: https://github.com/luxonis/depthai/issues/173 DepthAI runs neural inference on stereo to produce a depth map (among doing other things too)
OpenMVG (open Multiple View Geometry)
-
HELP!!
Try to find a community that will know more about openMVG, like the discussion tab on their github.
-
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
-
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.
-
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
-
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.
-
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
What are some alternatives?
instant-ngp - Instant neural graphics primitives: lightning fast NeRF and more
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
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)