banana's repositories

apollo

An open autonomous driving platform

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awesome-public-datasets

A topic-centric list of HQ open datasets.

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best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

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CenterNet

Object detection, 3D detection, and pose estimation using center point detection:

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Clean-robot-turtlebot3

Autonomous Clean robot. Full coverage path planner and exploration.

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CleaningRobot

Path planning and tracking using ROS

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cpp_robotics

C++ sample codes for robotics algorithms.

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Deep-Reinforcement-Learning-Hands-On-Second-Edition

Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt

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dll

DLL: Direct Lidar Localization

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FAST_LIO

A computationally efficient and robust LiDAR-inertial odometry (LIO) package

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FAST_LIO_LOCALIZATION

A simple localization framework that can re-localize in built maps based on FAST-LIO.

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fast_lio_localization-ndt

A simple implementation of FAST-LIO-based localization.

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Full-Software-Stack-For-Self-Driving-Cars

Projects & Notebooks of Coursera's Self-Driving Cars Specialization.

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HelloGitHub

:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目

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learning_ros

repository to accompany "A Systematic Approach to Learning Robot Programming with ROS"

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LINS---LiDAR-inertial-SLAM

A Lidar-Inertial State Estimator for Robust and Efficient Navigation based on iterated error-state Kalman filter

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micvision

Micvision package provide exploration and location for robot using navigation and cartographer packages

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MotionPlanning

Motion planning algorithms commonly used on autonomous vehicles. (path planning + path tracking)

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mpc_local_planner

The mpc_local_planner package implements a plugin to the base_local_planner of the 2D navigation stack. It provides a generic and versatile model predictive control implementation with minimum-time and quadratic-form receding-horizon configurations.

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neo_localization

Neobotix localization package, a more accurate alternative to AMCL.

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pumpkin-book

《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book

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PythonRobotics

Python sample codes for robotics algorithms.

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routing_planning

对A*算法做出优化:加入靠近路沿的启发函数,并对生成的轨迹点做了均值滤波处理,使轨迹更加平滑。使用purepursuit算法对spline生成的样条曲线进行了路径跟踪。使用lqr算法对生成的五次多项式轨迹进行横向路径跟踪。

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sarl_star

SARL*: Deep RL based human-aware navigation for mobile robot in crowded indoor environments implemented in ROS.

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slam_in_autonomous_driving

《自动驾驶中的SLAM技术》对应开源代码

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snap_map_icp

Module for relocalizing a ROS-enabled robot based on it's base laser readings and matching them with the currently advertised /map topic.

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TeachYourselfCS-CN

TeachYourselfCS 的中文翻译 | A Chinese translation of TeachYourselfCS

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wall_follower_sim

Drive forwards while maintaining a constant distance to a wall on either the left or right on a simulated racecar.

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ZhihuSpider

知乎爬虫,爬取答案、问题、收藏夹、专栏等内容,重新排版后保存为Markdown或HTML,可同时下载图片。

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