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Am Mittwoch, den 13. Juni 2018 hält Herr Bashar Tomeh um 16:30 Uhr im Raum P 1.4.17 einen Vortrag mit dem Titel:

Semi-automatic dataset creation for a convolutional neural network

Abstract:

Generating training data for CNNs is a challenging and time-consuming task. In the RoboCup scenario, this is typically performed manually. This presentation focuses on a new approach to generate training data by automatic labeling of videos using an object tracker. A user interface for selecting good training examples further facilitates the process. The dataset was tested with a single shot detector and compared to an existing manually generated dataset.