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  • šŸ‘‹ Hi, Iā€™m Jiaping Xiao, a Ph.D. student at Nanyang Technological University, Singapore (NTU).
  • šŸŒ± Iā€™m currently working on DRL and machine vision for drones Visual DRL.

Star History

Star History Chart

Jiaping Xiao's Projects

mmdetection3d icon mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

monodepth2 icon monodepth2

[ICCV 2019] Monocular depth estimation from a single image

orb_slam2 icon orb_slam2

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

orb_slam3 icon orb_slam3

ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM

rpg_mpc icon rpg_mpc

Model Predictive Control for Quadrotors with extension to Perception-Aware MPC

rpg_open_remode icon rpg_open_remode

This repository contains an implementation of REMODE (REgularized MOnocular Depth Estimation), as described in the paper.

smarts icon smarts

Scalable Multi-Agent RL Training School for Autonomous Driving

spaghetti icon spaghetti

SPAtial GrapHs: nETworks, Topology, & Inference

stable-baselines3 icon stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

teach-repeat-replan icon teach-repeat-replan

Teach-Repeat-Replan: A Complete and Robust System for Aggressive Flight in Complex Environments

tello-python icon tello-python

This is a collection of python modules that interact with the Ryze Tello drone.

tello-ros2 icon tello-ros2

ROS2 node for DJI Tello and Visual SLAM for mapping of indoor environments.

telloeduswarmsearch icon telloeduswarmsearch

A Python library for interfacing with the Ryze Tello Edu, including swarm and search behaviours.

tellopy icon tellopy

DJI Tello drone controller python package

threat-analysis-for-smart-cities icon threat-analysis-for-smart-cities

A Cyber-Physical System (CPS) is a mixed system integrated with computation, communication, and physical processes, which takes an important position in the smart city, and there are many challenges in its security issues. In this project, we established a testbed and a mini UI system to verify our CPS threat analysis method and auto anomaly detection algorithm.

vimrc icon vimrc

The ultimate Vim configuration (vimrc)

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