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SJTU robotics institute
shape_based_matching. try to implement halcon shape based matching, refer to machine vision algorithms and applications, page 317 3.11.5, written by halcon engineers
★ 1.5k6DPose. implement some algorithms of 6d pose estimation
★ 274pose_refine. cuda icp for 6D pose estimation
★ 102patch_linemod. improvement for linemod, make it holistic but also part-based
★ 98binPicking_3dseg. separate from 6dpose repo for deployment
★ 27navigation. ROS Navigation stack. Code for finding where the robot is and how it can get somewhere else.
★ 17image_segmentation. graph based image segmentation for better 2D screw hole recognition
★ 11cartographer_ros. C++
★ 8cameraLoc. C++
★ 6video_robot_wifi_car. This is a program to get video from IP camera or webcam,using opencv3 and qt5
★ 3bop2016. Java
★ 2ANC. 综合实验2降噪实验
★ 1stereo-dso. Stereo DSO
★ 220Point-Set-Matching-Registration-Material. A list of point set matching/registration resources collected by Gang Wang
★ 630GH-ICP. GH-ICP: Iterative Closest Point algorithm with global optimal matching and hybrid metric [3DV' 18]
★ 465mini3d. 3D Software Renderer in 700 Lines !!
★ 2.3kdepth_clustering. :taxi: Fast and robust clustering of point clouds generated with a Velodyne sensor.
★ 1.3kbop_toolkit. Toolkit for the BOP benchmark, including evaluation scripts and utilities for 6D object pose estimation and related tasks.
★ 529ObjectDatasetTools. Tools to create pixel-wise object masks, bounding box labels (2D and 3D) and 3D object model (PLY triangle mesh) for object sequences filmed with an RGB-D camera. This project prepares training and testing data for various deep learning projects such as 6D object pose estimation projects singleshotpose, as well as object detection and instance segmentation projects.
★ 450gpu_computing_in_robotics. C++
★ 469dig-into-apollo. Apollo notes (Apollo学习笔记) - Apollo learning notes for beginners.
★ 2.5kPointCloudSegmentation. A point cloud segmentation algorithm based on clustering analysis
★ 449Halide. a language for fast, portable data-parallel computation
★ 6.6klibvips. A fast image processing library with low memory needs.
★ 11kv-hacd. Automatically exported from code.google.com/p/v-hacd
★ 1.6kquaternion. A brief introduction to the quaternions and its applications in 3D geometry.
★ 2.1kPWP3D. PWP3D, Real-time segmentation and tracking of 3D objects.
★ 94ED_Lib. Implementations of edge (ED, EDColor, EDPF), line (EDLines), circle and low eccentric ellipse (EDCircles) detection algorithms.
★ 484EdgesSubPix. Sub-Pixel Edge Detection Using OpenCV
★ 240how-to-learn-robotics. 开源机器人学学习指南
★ 1.8kAugmentedAutoencoder. Official Code: Implicit 3D Orientation Learning for 6D Object Detection from RGB Images
★ 363CppCon2018. Slides and other materials from CppCon 2018
★ 1.4ktcpshm. A connection-oriented persistent message queue framework based on TCP or SHM(shared memory)
★ 480mx-DeepIM. Deep Iterative Matching for 6D Pose Estimation
★ 270concurrentqueue. A fast multi-producer, multi-consumer lock-free concurrent queue for C++11
★ 12kMIPP. Portable wrapper for SIMD and vector instructions written in C++11. Compatible with NEON, SSE, AVX, AVX-512 and SVE (length specific).
★ 528Dataset_Synthesizer. NVIDIA Deep learning Dataset Synthesizer (NDDS)
★ 600bullet3. Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.
★ 15kROSNavigationGuide. A guide for ROS navigation tuning | demo: https://youtu.be/1-7GNtR6gVk
★ 123bgfx. Cross-platform, graphics API agnostic, "Bring Your Own Engine/Framework" style rendering library.
★ 17knicp. Normal Iterative Closest Point (NICP) Algorithm C++ Library
★ 409QuadricCurvature. C++
★ 8spencer_people_tracking. Multi-modal ROS-based people detection and tracking framework for mobile robots developed within the context of the EU FP7 project SPENCER.
★ 713openpose. OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
★ 34ksuperpixPool. Superpixel Pooling implemented in PyTorch and Chainer
★ 136EDCircles. real-time circle detection by edge drawing.algorithm provided by Cuneyt Akinlar and Cihan Tonal
★ 18edge-drawing. An implementation of Edge Drawing algorithm
★ 37voronoi. VoronoiSkeleton is a C++ class made for the fast computing of Voronoi diagrams of monochrome images. It contains different implementations of thinning algorithms.
★ 99cut-pursuit. C++ implementation for the cut pursuit algorithm, with Matlab interfaces
★ 83superpoint_graph. Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs
★ 803sparseicp. Automatically exported from code.google.com/p/sparseicp
★ 251asp. Adaptive Superpixels (DASP, SLIC, ...)
★ 39SceneCut. Joint Geometric and Object Segmentation for Indoor Scenes
★ 42ros_reality_bridge. Bridge to connect ROS network to Unity
★ 28unity-robot-teleoperation. Visualize and operate robots using Unity3D, ROS and Oculus Rift
★ 5Super4PCS. Efficient Global Point-cloud registration
★ 510COB. Convolutional Oriented Boundaries
★ 194mcg. Multiscale Combinatorial Grouping - Object Proposals and Segmentation
★ 308folly. An open-source C++ library developed and used at Facebook.
★ 30kPoseCNN. A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes
★ 831Sophus. C++ implementation of Lie Groups using Eigen.
★ 2.4kPangolin. Pangolin is a lightweight portable rapid development library for managing OpenGL display / interaction and abstracting video input.
★ 2.7ksixd_toolkit. Python scripts to facilitate participation in the SIXD Challenge.
★ 131sphereface. Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.
★ 1.6kssd-6d. Inference code and trained networks for SSD-6D
★ 313cs231n-2017. My own solutions for Stanford CS231n (2017) assignments
★ 44ur_modern_driver. The new driver for the UR3/UR5/UR10 robot arms from universal robots
★ 19easy_handeye. Automated, hardware-independent Hand-Eye Calibration
★ 1.2kgeometrize-haxe. :triangular_ruler: Geometrize is a Haxe port of primitive that geometrizes images into geometric primitives
★ 364MindMap_ZOE. Data Science & MindMap
★ 384tensorboardX. tensorboard for pytorch (and chainer, mxnet, numpy, ...)
★ 8ksenet.pytorch. PyTorch implementation of SENet
★ 2.3kawesome-deep-learning. A curated list of awesome Deep Learning tutorials, projects and communities.
★ 29kccv. C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library
★ 7.2kopencv_contrib. Repository for OpenCV's extra modules
★ 10kdeep-visualization-toolbox. DeepVis Toolbox
★ 4kbgslibrary. A C++ Background Subtraction Library with wrappers for Python, MATLAB, Java and GUI on QT
★ 2.3kbrpc. brpc is an Industrial-grade RPC framework using C++ Language, which is often used in high performance system such as Search, Storage, Machine learning, Advertisement, Recommendation etc. "brpc" means "better RPC".
★ 18kawesome. 😎 Awesome lists about all kinds of interesting topics
★ 484ktesseract. Tesseract Open Source OCR Engine (main repository)
★ 75kEasyPR. (CGCSTCD'2017) An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations. CGCSTCD = China Graduate Contest on Smart-city Technology and Creative Design
★ 6.4kopenalpr. Automatic License Plate Recognition library
★ 11kopengrok. OpenGrok is a fast and usable source code search and cross reference engine, written in Java
★ 4.9kstanford-tensorflow-tutorials. This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
★ 10kLee-SLAM-source. SLAM 开发学习资源与经验分享
★ 1.7kecharts. Apache ECharts is a powerful, interactive charting and data visualization library for browser
★ 67kPRMLT. Matlab code of machine learning algorithms in book PRML
★ 6.2kmybot_ws. URDF model for Gazebo integrated with ROS
★ 130gazebo_ros_demos. Example robots and code for interfacing Gazebo with ROS
★ 403awesome-visual-slam. :books: The list of vision-based SLAM / Visual Odometry open source, blogs, and papers
★ 2.4kawesome-slam. A curated list of awesome SLAM tutorials, projects and communities.
★ 1.7kVINS-Mono. A Robust and Versatile Monocular Visual-Inertial State Estimator
★ 6kmicropython. MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems
★ 22kqml-material. :book: Material Design implemented in QtQuick
★ 2.6k