The research department IML extends its GPU infrastructure with a powerful DGX-A100 (640 GB) to accelerate end-to-end GPU workflows, transfer learning, and interactive machine learning. The system is hosted at DFKI’s large deep learning center in Kaiserslautern. The new NVIDIA DGX-A100 (640 GB) is expected to significantly accelerate AI research Read more…
In this present day and age of smart phones, ipads and other smart devices a digital camera has become an integral part of our daily experience. This combined with our desire to capture moments in images has lead to a vast repository of myriad images on the internet. In this Read more…
We present a virtual reality (VR) application that enables interactive image clustering and fine-tuning of a deep neural network by using natural hand gestures. Using a pre-trained AlexNet, we apply PCA and t-SNE dimensionality reduction techniques to project image data sets into the 3D VR space. Resulting spatial clusters of Read more…
Visual Attention and the Artificial Episodic Memory Recent advances in mobile eye tracking technologies opened the way to design novel attention-aware intelligent user interaction. In particular, the gaze signal can be used to create or improve artificial episodic memories for offline processing, but also real-time processing. We investigate different methods Read more…