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Sang Hyun Son's Projects

minuteutils icon minuteutils

C++ library that supports basic math operations related to computer graphics and geometric modeling : Vector, Matrix, Domain arithmetic, Translation and Rotation (Quaternion), etc.

overlapnet icon overlapnet

OverlapNet - Loop Closing for 3D LiDAR-based SLAM (chen2020rss)

pipps_demo icon pipps_demo

A demo of the PIPPS algorithm implemented using the Proppo library.

pointnet icon pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

pointnet.pytorch icon pointnet.pytorch

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

pointnet2 icon pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

pykitti icon pykitti

Python tools for working with KITTI data.

rlcard icon rlcard

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

stable-baselines3 icon stable-baselines3

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

suma icon suma

Surfel-based Mapping for 3d Laser Range Data (SuMa)

sumo icon sumo

Eclipse SUMO is an open source, highly portable, microscopic and continuous traffic simulation package designed to handle large networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.

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