no code implementations • 24 Nov 2023 • Jonah Imfeld, Silvano Cortesi, Philipp Mayer, Michele Magno
Spatial and contextual awareness has the potential to revolutionize sensor nodes, enabling spatially augmented data collection and location-based services.
no code implementations • 3 Nov 2023 • Julian Moosmann, Jakub Mandula, Philipp Mayer, Luca Benini, Michele Magno
This work quantitatively evaluates a multi-modal camera setup for fusing high-resolution DVS data with RGB image data by static camera alignment.
no code implementations • 2 Nov 2023 • Julian Moosmann, Pietro Bonazzi, Yawei Li, Sizhen Bian, Philipp Mayer, Luca Benini, Michele Magno
To this goal, we designed a smart glasses prototype as a research platform featuring two microcontrollers, including a novel milliwatt-power RISC-V parallel processor with a hardware accelerator for visual AI, and a Bluetooth low-power module for communication.
Ranked #1 on Object Detection on PASCAL VOC
no code implementations • 24 Mar 2023 • Kanika Dheman, Stefan Walser, Philipp Mayer, Manuel Eggimann, Marko Kozomara, Denise Franke, Thomas Hermanns, Hugo Sax, Simone Schürle, Michele Magno
Here, a deep learning-based algorithm is presented that processes the local BI of the lower abdomen and suppresses artefacts to measure the bladder volume quantitatively, non-invasively and without the continuous need for additional personnel.
no code implementations • 9 Dec 2022 • Philipp Mayer, Michele Magno, Luca Benini
The energy consumption for position updates, with an accuracy of $40~cm$ (2D) in realistic non-line-of-sight conditions, is $10. 84~mJ$.
1 code implementation • 25 Jun 2020 • Moritz Scherer, Michele Magno, Jonas Erb, Philipp Mayer, Manuel Eggimann, Luca Benini
Furthermore, the gesture recognition classifier has been implemented on a Parallel Ultra-Low Power Processor, demonstrating that real-time prediction is feasible with only 21 mW of power consumption for the full TCN sequence prediction network, while a system-level power consumption of less than 100 mW is achieved.