Message
Semi-automatic dataset creation for a convolutional neural network | |
Date: | 2018/06/13 |
Time: | 16:30 h |
Place: | P 1.4.17 |
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. |