Vladimir Haltakov, Discover and Read the Best of Twitter Threads by @haltakov

Vladimir Haltakov

haltakov

Computer vision for self-driving cars There are different computer vision problems you need to solve in a self-driving car. Object detection Lane detection Drivable space detection Semantic segmentation

How Does a Self-Driving Car Work? This is classical self-driving car software stack. Nowadays, all steps in the pipeline are dominated by machine learning.Read below for details

The 5 Levels of Autonomous Driving There is a lot of talk about level 2, 3, 5 self-driving cars, but what do these levels mean? Which level is

Self-driving car engineer roles - Software Engineer There are many specialized roles in a self-driving car project, like ML or CV engineers. However, every projects needs lots of good software

ML paper review time - DenseNet! This paper won the Best Paper Award at the 2017 Conference on Computer Vision and Pattern Recognition (CVPR) - the best conference for computer

It's finally time for some paper review! I promised the other day to start posting threads with summaries of papers that had a big impact on the field of ML