Dmitry Kudinov – Medium

Dmitry Kudinov

Dmitry Kudinov
in
GeoAI

3D Buildings from Imagery with AI: Part 2

Adding RGB Orthophotos.

Oct 28, 2021

3D Buildings from Imagery with AI: Part 2

Oct 28, 2021

Dmitry Kudinov
in
GeoAI

3D Buildings from Imagery with AI: Part 1

From Elevation Rasters.

Jul 9, 2021

3D Buildings from Imagery with AI: Part 1

Jul 9, 2021

Dmitry Kudinov
in
GeoAI

Object extraction from Mobile LiDAR point clouds with Machine Learning

Let us talk about a machine learning workflow for extraction of various objects from mobile LiDAR point clouds.

Jan 27, 2020

Object extraction from Mobile LiDAR point clouds with Machine Learning

Jan 27, 2020

Dmitry Kudinov
in
GeoAI

PointCNN: replacing 50,000 man hours with AI

Manual labeling of objects in raw point clouds is an extremely labor intensive process. Let’s talk about how PointCNN can do this job.

Jul 24, 2019

PointCNN: replacing 50,000 man hours with AI

Jul 24, 2019

Dmitry Kudinov
in
GeoAI

Esri, Microsoft join UC San Diego teaching practical geospatial data science and deep learning

In April — May 2019, University of California San Diego, Esri and Microsoft joined forces teaching the DSC 170 — Spatial Data Science…

Jun 3, 2019

Esri, Microsoft join UC San Diego teaching practical geospatial data science and deep learning

Jun 3, 2019

Dmitry Kudinov
in
GeoAI

3D cities: Deep Learning in three-dimensional space

In this post we will continue exploring the ways how Deep Learning models can be applied to extract information from 3D data.

Mar 16, 2019

3D cities: Deep Learning in three-dimensional space

Mar 16, 2019

Dmitry Kudinov
in
GeoAI

Reconstructing 3D buildings from aerial LiDAR with AI: details

In this post we will cover a project we did on reconstructing 3D building models from aerial LiDAR data with help of Deep Learning.

Sep 13, 2018

Reconstructing 3D buildings from aerial LiDAR with AI: details

Sep 13, 2018

Dmitry Kudinov

Dmitry Kudinov

Senior Principal Data Scientist at Esri Inc. Research of AI applications in remote sensing and transportation.

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