TERAKI GmbH
Teraki's mission is to enable accurate automotive machine learning without compromise to safety. Based in Berlin, the team delivers embedded software for intelligent and AI-compatible sensor data pre-processing. The technology helps customers to train and improve their own AI-models quicker and more accurately, whilst also dealing with the exploding amounts of edge data.
The AI-focused solution enables low-powered hardware to extract the required information in real-time of Telematic, Radar and Camera sensors while enabling our customers to detect events and objects with high accuracy. The AI-model geared edge processing is deterministic and certifiable to conform to automotive safety standards.
Project details
Next-generation sensors systems generate a vast amount of data which demands higher bandwidth communication interfaces, computing power, and storage requirements. In addition, high-resolution sensor systems must provide better object detection, and enable advanced classification capabilities thru sensor fusion.
In the project, Teraki's solution was evaluated as complementary software to AURIX™ differentiated hardware-based signal processing for radar applications.
Increasing number of radar systems with higher resolution is driving processing, power and cost higher which increases the need to minimize data size.
Applied Teraki's machine learning-based object detection and data reduction algorithms for radar sensing.
Teraki demonstrated more efficient and effective processing of radar data utilizing AI-based algorithms in Proof-of-Concept.