Microsoft, City of Bellevue Developing Tech to Predict—and Prevent—Bike Crashes

If it's successful, a public-private partnership between Microsoft and the city of Bellevue, Washington could produce Minority Report-style predicative capabilities to prevent bike crashes.

1 minute read

November 16, 2015, 12:00 PM PST

By James Brasuell @CasualBrasuell


Lisa Stiffler reports: "Microsoft engineers and City of Bellevue planners have a sci-fi inspired strategy for curbing bike and pedestrian injuries on city streets: By using video analytics, they want to predict and prevent crashes before they happen."

Yes, that statement implies some Minority Report-style clairvoyance—Bellevue senior transportation planner Franz Loewenherz invokes the 2002 Tom Cruise film directly in a direct quote: "This is like ‘Minority Report….We’re trying to get out in front of the collisions. We can take a corrective measure before someone gets hurt."

Stiffler explains how the system works: the city shares footage from its system of traffic cameras with scientists from Microsoft, who "are developing software for analyzing the footage, identifying whether a car, bike or pedestrian is using a street or sidewalk, their rate of speed and their trajectory." Then the Microsoft team writes algorithms "to look for potential collisions and near misses in order to identify dangerous intersections and roads."

The article includes a lot more about how the project is proceeding, and what it hopes to achieve by crunching the numbers on so much video footage. One noteworthy tool of the process is a WikiMap, now closed to commenting, "encouraging people to mark roads and infrastructure that they believe are dangerous." The map accrued more than 1,200 data points in its first month of operation.

Wednesday, October 14, 2015 in GeekWire

"Planetizen federal action tracker" logo superimposed over black and white image of US Capitol dome.

Planetizen Federal Action Tracker

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

November 11, 2026 - Zachary Whalen

A road in north eastern Nebraska with power lines on either side, and grassy fields.

Eastern Nebraska is running out of electricity

Data centers and electrification are straining eastern Nebraska’s grid, throttling economic development.

November 6, 2026 - Grist

People walking and cycling on a street in Boston.

Study reveals best places in the U.S. for cycling, walking

New research from Streetlight Data examines bicycle and pedestrian miles per capita in the 100 largest U.S. cities by population.

November 8, 2026 - Smart Cities Dive

A rendering of people walking through a park to the chicago bears stadium, which is large and dome shaped.

Developers reveal $10 billion stadium plan as ‘Hail Mary’ to keep Bears in Chicago

The plan would also boast a public park, high- and mid-rise buildings and a youth sports complex.

1 hour ago - Chicago Sun Times

People watch as carbon dioxide is vented during a safety demonstration outside Nome City Hall in Jefferson Co.

As Texas embraces carbon storage, a Black community questions the risks

Texas now issues permits for companies to store carbon dioxide underground. East Texas residents fear safety risks, and skeptics doubt the climate benefits.

2 hours ago - Texas Tribune

Two horses in the plains of Colorado. One is white, one is copper.

New BLM proposal would slash public comment periods, environmental protections

The proposed rewrite would also strip legal leverage from Tribal nations and state governments.

3 hours ago - The Trek

FREE Course: Walkable City 1: Why Walkability?

After describing his path towards focusing on walkability as the essence of good planning, Jeff Speck marches through his five principal reasons for making more walkable places.

Reinventing Malls: Planning Alchemy—Turning Gray Fields Into Gold

The course focuses on the opportunities and imperatives that shape reinvention of mall sites.