Do we still need Traditional Pattern Recognition Machine Learning and Signal Processing in the Age…

Deep learning is one of the most successful methods that we have seen in computer science in the last couple of years. Results indicate that many problems can be tackled with this method and amazing results are published every day. In fact, many traditional methods in pattern recognition seem obsolete. In the scientific community, lecturers in pattern recognition and signal processing discuss whether we need to redesign all of our classes as many methods do no longer reflect the state-of-the-art anymore. It seems that all of them are outperformed by methods based on deep learning.