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李韬's Projects

da-rnn icon da-rnn

Semantic Mapping with Data Associated Recurrent Neural Networks

easy_slam_tutorial icon easy_slam_tutorial

首个中文的简单从零开始实现视觉SLAM理论与实践教程,使用Python实现。包括:ORB特征点提取,对极几何,视觉里程计后端优化,实时三维重建地图。A easy SLAM practical tutorial (Python).图像处理、otsu二值化。更多其他教程我的CSDN博客

gtsam icon gtsam

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.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

interview icon interview

Interview = 简历指南 + LeetCode + Kaggle

kalibr icon kalibr

The Kalibr visual-inertial calibration toolbox

learn_dl icon learn_dl

Deep learning algorithms source code for beginners

manif icon manif

A small c++11 header-only library for Lie theory.

newbie_neural_network_practice icon newbie_neural_network_practice

适合新手学习的神经网络实践教程+代码。a awesome neural network practice project for newbie.我的CSDN博客:

open3d icon open3d

Open3D: A Modern Library for 3D Data Processing

openmvg icon openmvg

open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.

orb_slam2 icon orb_slam2

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

robopy icon robopy

Robopy is a python port for Robotics Toolbox in Matlab created by Peter Corke

slam-book icon slam-book

这是一本关于SLAM的书稿,希望能清楚的介绍SLAM系统中的使用的几何方法和深度学习方法。书稿最后应该会达到200页左右,书稿每章对应的代码也会被整理出来。

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