AliceVision
DAGSfM
| AliceVision | DAGSfM | |
|---|---|---|
| 5 | 2 | |
| 2,837 | 384 | |
| 0.6% | - | |
| 9.7 | 0.0 | |
| 2 days ago | almost 2 years ago | |
| C++ | C | |
| GNU General Public License v3.0 or later | BSD 3-clause "New" or "Revised" License |
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.
AliceVision
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Nvidia Is Now More Valuable Than Amazon and Google
A 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
- Where can I find Meshroom's SFM code?
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Meshroom: Where is the supported camera/sensor list?
uh.. i found it in the source code https://github.com/alicevision/AliceVision/blob/develop/src/aliceVision/sensorDB/cameraSensors.db
-
Meshroom with AMD Graphics Card
Meshroom is based on Alicevision, which has had openCL support requests for years, but it's not really viable right now without a huge rework.
- Remove CUDA Dependency from AliceVision
DAGSfM
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Extracting Triangular 3D Models, Materials, and Lighting from Images
You can apply structure-from-motion to recover those, for example this fairly robust one: https://github.com/AIBluefisher/DAGSfM
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PlenOctrees for Real-Time Rendering of Neural Radiance Fields (NeRFs)
Try https://github.com/AIBluefisher/DAGSfM , it's graph-based approach is much more robust to common repetitive and only-partially-similar image content.
What are some alternatives?
Meshroom - 3D Reconstruction Software
tinysfm - Structure From Motion in 50 lines using OpenCV
meshroomcl - MeshroomCL: An OpenCL implementation of photogrammetry with the Meshroom interface
ceres-solver - A large scale non-linear optimization library
sundials - Official development repository for SUNDIALS - a SUite of Nonlinear and DIfferential/ALgebraic equation Solvers. Pull requests are welcome for bug fixes and minor changes.
OpenMVG (open Multiple View Geometry) - open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.
TeleSculptor - TeleSculptor: Aerial Photogrammetry Application powered by KWIVER
RedisJumphash - Google's "Jump" Consistent Hash function in C, as Redis module.
TheiaSfM - An open source library for multiview geometry and structure from motion
colmap - COLMAP - Structure-from-Motion and Multi-View Stereo