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杨德刚's Projects

demon icon demon

DeMoN: Depth and Motion Network

densesurfelmapping icon densesurfelmapping

This is the open-source version of ICRA 2019 submission "Real-time Scalable Dense Surfel Mapping". Full code will be released when the paper is accepted.

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dl-machine icon dl-machine

Scripts to setup a GPU / CUDA-enabled compute server with libraries for deep learning

dopamine icon dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

dtcraft icon dtcraft

A High-performance Cluster Computing Engine

dynslam icon dynslam

Master's Thesis on Simultaneous Localization and Mapping in dynamic environments. Separately reconstructs both the static environment and the dynamic objects from it, such as cars.

ethzasl_msf icon ethzasl_msf

MSF - Modular framework for multi sensor fusion based on an Extended Kalman Filter (EKF)

fmm icon fmm

Fast map matching, an open source framework in C++

g2o icon g2o

g2o: A General Framework for Graph Optimization

gen icon gen

A general-purpose probabilistic programming system with programmable inference

gps2roadnetwork icon gps2roadnetwork

Reading list of the topic about utilizing vehicle generated GPS data to update road networks

gpscalibration icon gpscalibration

A meter level precision GPS calibrator for out-door robots by fusion sensors of GPS satellite, point cloud, IMU and others. SLAM, various stochastic process models, point set registration, and Kalman filter are used.

grid_map icon grid_map

Universal grid map library for mobile robotic mapping

gslam icon gslam

A General Simultaneous Localization and Mapping Framework which supports feature based or direct method and different sensors including monocular camera, RGB-D sensors or any other input types can be handled.

gtsam icon gtsam

GTSAM modified to include Sim3 types.

gtsam-1 icon gtsam-1

GTSAM is a library of C++ classes that implement smoothing and mapping (SAM) in robotics and vision, using factor graphs and Bayes networks as the underlying computing paradigm rather than sparse matrices.

gvins icon gvins

Tightly coupled GNSS-Visual-Inertial system for locally smooth and globally consistent state estimation in complex environment.

halide icon halide

a language for fast, portable data-parallel computation

holodeck icon holodeck

High Fidelity Simulator for Reinforcement Learning and Robotics Research.

hololensforcv icon hololensforcv

Sample code and documentation for using the Microsoft HoloLens for Computer Vision research

hw icon hw

RTL, Cmodel, and testbench for NVDLA

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