Deep-Learning for Multimodal Sensor Fusion (DEEPER SENSE).
The EU-funded DEEPER SENSE project will enhance the environmental sensing capability of tomorrow’s robots using AI and deep learning to combine visual and non-visual information the way humans do. The first application focus will be on the complicated and unknown environment of underwater autonomous robots.
The main objective of DeeperSense is to significantly improve the capabilities for environment perception of service robots to improve their performance and reliability, achieve new functionality, and open up new applications for robotics. DeeperSense adopts a novel approach of using Artificial Intelligence and data-driven Machine Learning / DeepLearning to combine the capabilities of non-visual and visual sensors with the objective to improve their joint capability of environment perception beyond the capabilities of the individual sensors.
Deutsches Forschungszentrum Fur Kunstliche Intelligenz Gmbh, Germany
1 January 2021 – 31 December 2023