A German high tech start-up wanted to implement a solution for real-time object detection to assist the operators of their autonomous survey robots. Their aim was to find and identify mission critical objects in hard-to-interpret sonar image data.
The client needed a fully automatic detector working in real-time. The supporting infrastructure should enable the client's customers to train a model with user specific object types, and to deploy the model on their edge devices.
Our cloud-based data management and machine learning platform ensures continuous delivery of individually trained models. A module for embedded systems for edge devices enables running detectors which are configured and trained for the use case.
A highly scalable pipeline for training detection models and an AI IoT solution enable the detection of user specific objects.
Stephan helps clients to develop innovative solutions with Analytics and AI, create data strategies and automate processes and applications in industry and healthcare and also drives these technologies in science and teaching.
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