no code implementations • 18 Aug 2023 • Oliver Grau, Korbinian Hagn
The VALERIE tool pipeline is a synthetic data generator developed with the goal to contribute to the understanding of domain-specific factors that influence perception performance of DNNs (deep neural networks).
no code implementations • ACM Computer Science in Cars Symposium 2022 • Korbinian Hagn, Oliver Grau
The resulting detector is then used to calibrate an empirical weighting loss, which weights samples of real training data and their corresponding detection impairing factors.
Ranked #1 on Pedestrian Detection on CityPersons (using extra training data)
1 code implementation • 13 Apr 2016 • Abhishek Sharma, Oliver Grau, Mario Fritz
Prior work has shown encouraging results on problems ranging from shape completion to recognition.