Deep Learning: New Tools for Algorithm Design and Validation

Get an introduction to deep learning with MATLAB^®. Learn how to use a technique called transfer learning to solve challenging computer vision problems using deep learning. Get a walkthrough of a complete workflow including data preparation, visualization of ground truth, and training an end-to-end deep learning model for detecting ego-vehicle lanes in an image. Once the model is trained, the session will focus on discussing techniques to gain insight into performance and developing intuition on how to improve it further.