Meet Google's Open Source, Time-Traveling Map

All historic maps are welcome in Google's open source machine learning project.

2 minute read

November 12, 2020, 9:00 AM PST

By Lee Flannery @leecflannery


Google Maps Store

Lars Plougmann / flickr

A retrospective mapping project called “rǝ,” led by Google's Raimondas Kiveris, uses historical fire insurance maps as the primary information source for a machine learning venture that aims to map cities as they existed in the past. 

"With a slider to control the year, the map displays a historically accurate representation of development in almost any U.S. city dating back to 1800. Automatically generated 3D models of buildings rise from the landscape as the slider moves forward through time," writes Nate Berg. 

The open-source map also includes a low-res Google Street View rendering that shows users roughly what a city may have looked like in a given year in the past. 

Amateur cartographers and other map enthusiasts can contribute their own historical maps to the open source project. "It can even integrate photographs of buildings, using deep learning to analyze images and augment the blocky 3D models with architectural details," notes Berg.

Kiveris's team anticipates that the map will eventually contain enough visual data to render accurate, lifelike representations of neighborhoods. Kiveris says the renderings could even be used in video games or movies within five years. 

That level of detail will require a lot more information, from a wider pool of contributors. “Where we think we really could get good coverage is, for instance, you going to your parents or grandparents and digging through shoeboxes and finding photos,” he says. With good photographs along with known dates and locations, the model can create 3D versions of buildings in a matter of days.

Kiveris is hoping the map will eventually be able to model even more detail, such as the interiors of spaces. “What was inside the building in the 1920s, what did the kitchen look like in the 1940s,” he says. “It becomes a compendium of everyday, mundane life.”

According to Kiveris, the project will preserve the history of buildings regardless of their historical status or widespread cultural significance.

Wednesday, October 28, 2020 in Fast Company

portrait of professional woman

I love the variety of courses, many practical, and all richly illustrated. They have inspired many ideas that I've applied in practice, and in my own teaching. Mary G., Urban Planner

I love the variety of courses, many practical, and all richly illustrated. They have inspired many ideas that I've applied in practice, and in my own teaching.

Mary G., Urban Planner

Get top-rated, practical training

Logo for Planetizen Federal Action Tracker with black and white image of U.S. Capitol with water ripple overlay.

Planetizen Federal Action Tracker

A weekly monitor of how Trump’s orders and actions are impacting planners and planning in America.

April 30, 2025 - Diana Ionescu

Close-up on Canadian flag with Canada Parliament building blurred in background.

Canada vs. Kamala: Whose Liberal Housing Platform Comes Out on Top?

As Canada votes for a new Prime Minister, what can America learn from the leading liberal candidate of its neighbor to the north?

April 28, 2025 - Benjamin Schneider

Hot air balloons rise over Downtown Boise with the State Capitol building visible amidst the high rises.

The Five Most-Changed American Cities

A ranking of population change, home values, and jobs highlights the nation’s most dynamic and most stagnant regions.

April 23, 2025 - GoodMigrations

People biking along beach path with moored ship in San Diego, California.

San Diego Adopts First Mobility Master Plan

The plan provides a comprehensive framework for making San Diego’s transportation network more multimodal, accessible, and sustainable.

May 2 - SD News

Sleeping in Public

Housing, Supportive Service Providers Brace for Federal Cuts

Organizations that provide housing assistance are tightening their purse strings and making plans for maintaining operations if federal funding dries up.

May 2 - KSL

Conductor walks down platform next to Amtrak train at station in San Jose, California.

Op-Ed: Why an Effective Passenger Rail Network Needs Government Involvement

An outdated rail network that privileges freight won’t be fixed by privatizing Amtrak.

May 2 - Streetsblog USA

Urban Design for Planners 1: Software Tools

This six-course series explores essential urban design concepts using open source software and equips planners with the tools they need to participate fully in the urban design process.

Planning for Universal Design

Learn the tools for implementing Universal Design in planning regulations.

Senior Manager Operations, Urban Planning

New York City School Construction Authority

Building Inspector

Village of Glen Ellyn

Manager of Model Development

Central Transportation Planning Staff/Boston Region MPO