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Soohwan Kim's Projects

geomapnet icon geomapnet

Geometry-Aware Learning of Maps for Camera Localization (CVPR2018)

geonet icon geonet

Code for GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose (CVPR 2018)

gicp icon gicp

Generalized ICP reference implementation

giraffe icon giraffe

This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"

gitignore icon gitignore

A collection of useful .gitignore templates

gl3d icon gl3d

GL3D (Geometric Learning with 3D Reconstruction): a large-scale database created for 3D reconstruction and geometry-related learning problems

glow icon glow

OpenGL Object Wrapper (GLOW)

gms-feature-matcher icon gms-feature-matcher

GMS: Grid-based Motion Statistics for Fast, Ultra-robust Feature Correspondence (CVPR 17 & IJCV 20)

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

goturn icon goturn

Source code for paper: Learning to Track at 100 FPS with Deep Regression Networks, Held, et al. ECCV 2016

gp icon gp

C++ implementation of Gaussian process regression

gp-slam icon gp-slam

Gaussian Process Simultaneous localization and mapping

gpc icon gpc

Gaussian process code in C++ including some implementations of GP-LVM and IVM.

gpflow icon gpflow

Gaussian processes in TensorFlow

gpismap icon gpismap

Online Continuous Mapping using Gaussian Process Implicit Surfaces (GPIS)

gpmap_old2 icon gpmap_old2

Gaussian process occupancy mapping and reconstruction in C++

gpmat icon gpmat

Matlab implementations of Gaussian processes and other machine learning tools.

gpml icon gpml

Extensions for GPML in Matlab

gpmp2 icon gpmp2

Gaussian Process Motion Planner 2

gpslam icon gpslam

Sparse Gaussian Processes for SLAM

gpstuff icon gpstuff

GPstuff - Gaussian process models for Bayesian analysis

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