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Zhen Li's Projects

deep-residual-unet icon deep-residual-unet

ResUNet, a semantic segmentation model inspired by the deep residual learning and UNet. An architecture that take advantages from both(Residual and UNet) models.

eband_local_planner icon eband_local_planner

ROS Local planner based on the eband approach. Based on the original implementation by Christian Connette and Bhaskara Marathi. This local planner has been adapted primarily for differential drive robots, but still supports the original holonomic drive controls.

fast-planner icon fast-planner

A Robust and Efficient Trajectory Planner for Quadrotors

fractal-tree icon fractal-tree

Creates a 3D fractal tree on a given surface discretized by triangles.

hololens2forcv icon hololens2forcv

Sample code and documentation for using the Microsoft HoloLens 2 for Computer Vision research.

hungarian-algorithm icon hungarian-algorithm

(Kuhn-Munkres) numpy implementation, rectangular matrix is supported (|X| <= |Y|). 100x100000 in 0.153 s.

keras-unet-collection icon keras-unet-collection

The Tensorflow, Keras implementation of U-net, V-net, U-net++, R2U-net, Attention U-net, ResUnet-a, U^2-Net, and UNET 3+ with optional ImageNet-trained backbones.

path_planner icon path_planner

Hybrid A* Path Planner for the KTH Research Concept Vehicle

path_planning_for_fevar icon path_planning_for_fevar

3D path planning via deformable registration of abdominal aortic aneurysm for robot-assisted fenestrated endovascular repair

positionbaseddynamics icon positionbaseddynamics

PositionBasedDynamics is a library for the physically-based simulation of rigid bodies, deformable solids and fluids.

pp-elasticband icon pp-elasticband

an implementation of elastic band method for robot navigation problem

pyswarms icon pyswarms

A research toolkit for particle swarm optimization in Python

retina-unet icon retina-unet

Retina blood vessel segmentation with a convolutional neural network

rrt-dubins icon rrt-dubins

Implementation of a Rapidly Exploring Random Tree using Dubins paths as expansion method

rrtx icon rrtx

Real-Time Path Replanning in Unexplored Environments with Unpredictable Obstacles

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