On 9 May 2017 I was invited to Foo Café Malmö to give a second talk on Machine Learning for Self-Driving Cars. This talk builds upon the 20 April 2017 Behavioral Cloning talk and focuses on improving neural network performance. The recording is now available to watch on YouTube.

Machine Learning for Self-Driving Cars: Improving Performance

Description

How do we achieve high performance Neural Networks for Self-Driving Cars? We will consider frequently encountered obstacles and proven solutions. This event builds on the Behavorial Cloning presentation from 20 April 2017 and will be more technical. We will explain data manipulation, neural network tricks, and computer vision to unlock better performance without collecting more data. This presentation will be friendly but may contain mathematics and code. You have been warned!