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.