Pavel Surmenok – Medium

Pavel Surmenok

Pavel Surmenok

History and Future of Self-Driving Cars in One Book

“Autonomy: The Quest to Build the Driverless Car” is a story of the self-driving industry. Lawrence D. Burns, the author of the book, is a…

Oct 14, 2018

History and Future of Self-Driving Cars in One Book

Oct 14, 2018

Pavel Surmenok

On 2018 H1

Beginning of July. It’s time to look back at the first half of the year. Reviews of previous years were here: 2016 and 2017.

Jul 9, 2018

Jul 9, 2018

Pavel Surmenok

HD Maps for Self-Driving Cars

I used to think that the maps are solved. We have great maps, primarily Google Maps, where roads, buildings, bridges and all other…

Jun 15, 2018

HD Maps for Self-Driving Cars

Jun 15, 2018

Pavel Surmenok

Extreme Ownership

There are plenty of books about management. Rarely you can find a book that’s worth reading. “Extreme Ownership: How U.S. Navy SEALs Lead…

Jun 14, 2018

Extreme Ownership

Jun 14, 2018

Pavel Surmenok

Learning Kalman Filter

Kalman filter is an algorithm that combines information about the state of a system using predictions based on a physical model and noisy…

Jun 10, 2018

Learning Kalman Filter

Jun 10, 2018

Pavel Surmenok

Kalman filters for agile software development estimation

Let’s talk about transferring ideas. From robotics. To software development management. Should be fun, right?

May 29, 2018

Kalman filters for agile software development estimation

May 29, 2018

Pavel Surmenok

Self-driving Cars are New Rocket Science

We use the phrase “rocket science” to denote a system or activity that is extremely complex. As history shows, it is very hard to design…

Mar 10, 2018

Self-driving Cars are New Rocket Science

Mar 10, 2018

Pavel Surmenok
in
Towards Data Science

ResNet for Traffic Sign Classification With PyTorch

German Traffic Sign Recognition Benchmark dataset is probably the most popular image classification related to self-driving cars…

Feb 26, 2018

ResNet for Traffic Sign Classification With PyTorch

Feb 26, 2018

Pavel Surmenok

Remote Operators for Self-Driving Cars

Self-driving cars with remote human operators could be tested in California starting from April, VentureBeat reports. It’s not certain. The…

Feb 26, 2018

Remote Operators for Self-Driving Cars

Feb 26, 2018

Pavel Surmenok

My Learning and Conferences for the Next Few Months

Learning opportunities are endless these days. This month I visited “Age of AI,” a small conference in San Francisco. The conference…

Feb 19, 2018

My Learning and Conferences for the Next Few Months

Feb 19, 2018

Pavel Surmenok

Pavel Surmenok

Machine learning engineering and self-driving cars. Opinions expressed are solely my own and do not express the views or opinions of my employer.

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