AliceVision
ceres-solver
| AliceVision | ceres-solver | |
|---|---|---|
| 5 | 8 | |
| 2,837 | 3,601 | |
| 0.6% | 1.4% | |
| 9.7 | 8.1 | |
| 2 days ago | 9 days ago | |
| C++ | C++ | |
| GNU General Public License v3.0 or later | 3-Clause BSD License |
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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
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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
ceres-solver
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The Elements of Differentiable Programming
I can't reply to the guy saying julia is the only one. But there are others.
Ceres uses dual numbers
https://github.com/ceres-solver/ceres-solver/blob/master/inc...
This library from google is used everywhere in robotics, so it's hardly some backwater little side project.
So does c++ autodiff
- A large scale non-linear optimization library
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Photometric Bundle Adjustment library?
http://ceres-solver.org (if you want to implement it manually, see tutorials & openCV sfm module)
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Gradients Without Backpropagation
http://ceres-solver.org/ works well, in my experience.
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Is there a library for non-linear optimization in Rust?
Hey, people! I was wondering if there is a library for non-linear optimization, equivalent to that for Ceres Solver that you have in C++?
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What libraries do you miss from other languages?
I've not yet seen anything comparable to http://ceres-solver.org/
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Non-linear equation solver for microcontrollers
Disclaimer: I'm one of the authors of Ceres Solver which is widely used for solving computational geometry problems in computer vision. I also wrote TinySolver. And nowadays, I focus on Pigweed; a collection of embedded libraries targeting high-volume consumer electronics products. It's fun to see an overlap of these two areas expertise!
What are some alternatives?
Meshroom - 3D Reconstruction Software
Eigen
meshroomcl - MeshroomCL: An OpenCL implementation of photogrammetry with the Meshroom interface
casadi - CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.
OpenMVG (open Multiple View Geometry) - open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.
GLM - OpenGL Mathematics (GLM)
TeleSculptor - TeleSculptor: Aerial Photogrammetry Application powered by KWIVER
OpenBLAS - OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.
TheiaSfM - An open source library for multiview geometry and structure from motion
QuantLib - The QuantLib C++ library
DAGSfM - Distributed and Graph-based Structure from Motion. This project includes the official implementation of our Pattern Recognition 2020 paper: Graph-Based Parallel Large Scale Structure from Motion.
CGal - The public CGAL repository, see the README below