Die Nachrichten des Instituts für Medieninformatik

Tutorial zu Machine Learning bei EG VCBM

Universität Ulm

Tutorial beim 9th EG Workshop on Visual Computing for Biology and Medicine von Pedro Hermosilla und Timo Ropinski.

Timo Ropinski and Pedro Hermosilla bieten ein Tutorial zum Thema Machine Learning bei der Eurographics Workshop in Visual Computing in Biology and Medicine in Brno an.

Zum Inhalt: Within this tutorial a basic introduction will be given into machine learning as it is used within visual computing in biology and medicine. The focus will be on convolutional neural networks (CNNs), and their application to image classification and segmentation. For these tasks, current network architectures and training data sets are discussed. After completing the tutorial, attendees should be able to use TensorFlow to train their own networks with their own data.