Search Results for "algorithms"
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Showing 48 open source projects for "algorithms"
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OpenCV
Open Source Computer Vision Library
The Open Source Computer Vision Library has >2500 algorithms, extensive documentation and sample code for real-time computer vision. It works on Windows, Linux, Mac OS X, Android, iOS in your browser through JavaScript. Languages: C++, Python, Julia, Javascript Homepage: https://opencv.org Q&A forum: https://forum.opencv.org/ Documentation: https://docs.opencv.org Source code: https://github.com/opencv Please pay special attention to our tutorials! -
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Bayes+Estimate is a Rust and C++ library that implement numerical algorithms for Bayesian estimation. They provide tested and consistent numerical methods and represents the wide variety of Bayesian estimation algorithms and system model.
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RoboSchool
Open source software for robot simulation, integrated with OpenAI Gym
...The library is built on the Bullet Physics engine, making it accessible without the licensing requirements of Mujoco. Roboschool includes training scripts and examples for applying reinforcement learning algorithms to its environments. While the project has since been deprecated in favor of more modern frameworks, it remains historically significant as a bridge between early reinforcement learning research and scalable, open-access environments. Its goal was to make reproducible robot learning experiments available to a wider audience without restrictive dependencies . -
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openCONFIGURATOR
An Open Source POWERLINK network configuration toolkit
...It ideally complements openPOWERLINK, the open source POWERLINK protocol stack for master and slave. The project consists of a core library implementing the configuration algorithms and an eclipse plugin base user interface. For XDD tooling and validation support within eclipse please visit: https://goo.gl/NBytgg Please use the update site to install the plugin in your eclipse environment: http://sourceforge.net/projects/eclipse-plugin.openconf.p/files/update-site/ KNOWN ISSUE WITH THE UPDATE SITE DUE TO SOURCEFORGE ENCRYPTION POLICIES: https://goo.gl/kVr2ZZ Install via Eclipse marketplace: http://goo.gl/vweJ9h User Manual: https://goo.gl/viGd5P For Linux distributions with Boost 1.54.0 please use: https://goo.gl/hMRTss For Linux distributions with Boost 1.61.0 please use: https://goo.gl/ZSvW7C -
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OpenRTDynamics
A framework for implementing real-time control systems
- - - T H I S P R O J E C T M O V E D T O G I T H U B - - - A framework for the implementation of advanced real-time control systems which uses signal/block-based schematics (like Simulink) extended by several features like state machines and online-exchangeable sub-simulations. Besides, this framework properly handles multiple threads, their communication, allows to synchronise control systems to external events (e.g. variable timers or incoming network packages) and provides... -
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Rotations Conversion Library
Library for working with 3D rotations in C++
...The implementation of the Rotations Conversion Library is based on the very related Matlab/Octave Rotations Library (MORL), which is a highly tested reference implementation for the required algorithms (see https://sourceforge.net/projects/rotationslib/). -
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OpenATOR
Axis Transformation Object Recognition
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Attitude Estimator
A C++ implementation of a nonlinear 3D IMU fusion algorithm.
...The library is targeted at robotic applications, but is by no means limited to this. Features of the estimator include gyro bias estimation, transient quick learning, multiple estimation algorithms, tuneable estimator parameters, and near-global stability backed by theoretical analysis. Great emphasis has been placed on having a very efficient, yet totally numerically and algorithmically robust implementation of the filter. The code size has also been kept to a minimum, and has been extremely well-commented. The programmatic interface has also been made as easy as possible. ... -
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Mobile Robot Programming Toolkit (MRPT)
**MOVED TO GITHUB** ==> https://github.com/MRPT/mrpt
**MOVED TO GITHUB** ==> https://github.com/MRPT/mrpt The Mobile Robot Programming Toolkit (MRPT) is an extensive, cross-platform, and open source C++ library aimed for robotics researchers to design and implement algorithms about Localization, SLAM, Navigation, computer vision. http://www.mrpt.org/ -
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Travis
Travis is a small library for computer vision in robots
Travis contains several algorithms for computer vision in robotics. There are tracking, motion detection and reactive navigation functions. -
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MIT SPHERES Simulation (Release)
MIT's spacecraft simulator for control algorithm development
...The simulation is particularly valuable during the early stages of algorithm development and implementation as an aid in accelerating the learning curve for any Guest Scientist for SPHERES. Algorithms may be implemented in C or Embedded MATLAB and executed in the MATLAB simulation environment to verify general desired behavior. With some limitations, the code used in the simulation can be directly transferred to the SPHERES hardware. We are sharing this project with the public to gather more interest for SPHERES Guest Scientists. ... -
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Highly modularized Reinforcement Learning library for real/simulation robots to learn behaviors. Our ultimate goal is to develop an artificial intelligence (AI) program with which the robots can learn to behave as their users wish.
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Critterding
Evolving Artificial Life
Critterding is a "Petri dish" universe in 3D that demonstrates evolving artificial life. Critters start out with completely random brains and bodies, but will automatically start evolving into something with much better survival skills. -
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This project contains a collection of robotics algorithms, drivers and tools developed by researchers at Bosch Research and Technology Center in Palo Alto, CA. The project uses the infrastructure provided by ROS.
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USARSimRos
Interface between USARSim and ROS
USARSimRos is designed to provide a seamless interface between the USARSim framework (www.sourceforge.net/projects/usarsim) and ROS (www.ros.org). USARSim provides embodyment (sensors and platforms) and environments for a physics-based robotic simulation while ROS provides leading edge control algorithms. USARSimROS provides for auto-discovery of the simulated robots and sensors and connects these robots to the appropriate ROS control topics. Through the use of auto-discovery, robotic platforms and sensors may be easily changed and connect to the ROS control stack. Repeatable experiments are possible in a variety of environments and will hopefully lead to more robust and capable algorithms. -
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Constrained Manipulation Planning Suite
openrave plugins for constrained manipulation
The Constrained Manipulation Planning Suite (CoMPS) consists of three openrave plugins and associated data files. The planning and inverse kinematics algorithms in this suite are designed for articulated robots like robotic arms and humanoids. CoMPS is implemented in C++ and compiles in linux only. There are also several examples in python and matlab that show how to interface with openrave to use the plugins in CoMPS. It has been tested on all Ubuntu version from the last few years and will probably work with most modern linux distributions. ... -
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QVision: Computer Vision Library for Qt
Computer vision and image processing library for Qt.
...Thanks to a large number of wrapper functions these objects can be used with highly efficient functionality from third party libraries such as OpenCV, GNU Scientific Library, Computational Geometry Algorithms Library, Intel's Math Kernel Library and Integrated Performance Primitives, the Octave library, etc... -
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The USC ROS packages project offers algorithms and drivers for the robotics projects underway in the labs at the University of Southern California. These packages are for use with the ROS software infrastructure (http://ros.sourceforge.net/).
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SmartSLAM is an open source C++ library for SLAM (Simultaneous Localization and Mapping) algorithms in robotics based on probabilistic methods.
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The Mars Rover Simulator project is based on the evolutionary robotics paradigm where an artificial agent acquires its skills through the process of artificial evolution. This simulator can be useful to evolve neural network controllers for the rover
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PHPXref is a developers tool, written in Perl, that will cross reference and extract inline documentation from a collection of PHP scripts. It generates simple HTML output suitable for browsing offline.
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Project migrated: https://github.com/arktools This library aims at providing a uniform method for simulation, prototyping, and testing of autonomous robots. It also adheres to the object-oriented paradigm to ease system configuration and development. http://www.youtube.com/watch?v=-wQVrM5SL2o&fe
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Todbot is an AI addon to the gamestool virtual machine. The aim is to create an evolving neural network topology that should be capable of creating the optimal topology and network weighting to solve any problem given it.
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Parallel Reinforcement Evolutionary Artificial Neural Networks (PREANN) is a framework of flexible multi-layer ANN's with reinforcement learning based on genetic algorithms and a parallel implementation (using XMM registers and NVIDIA's CUDA).
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The software contains a set of algorithms to control the mobile robot called volksbot. Wiki: http://sourceforge.net/apps/mediawiki/openvolksbot/index.php?title=Main_Page
