Optimization and Regularization Techniques in Androcar Design

Despite their prolonged history, Androcars (Robocars, Self Driving Cars, Autonomous Cars) only until recent decades gained substantial advances in parallel to the developments in computer vision and machine learning applications. In particular, we saw striking developments in the last twenty years. Today androcars are running their test drives on the public roads. In this text, we discuss the effect of different optimization and regularization techniques in convolutional neural networks applied to androcar design.