Artificial Intelligence

This is a summary of the services we provide within the artificial intelligence branch.

Machine learning for industrial applications

Computer vision with face recognition, image decomposition and object classification in images and video streams
Tool development for autonomous driving
Predictive costing in global supply chains
Choice, validation and hardening of AI models, comparison to the current state of research, benchmarking
Execution of client projects from the AI proof-of-concept all the way to production

Deep Learning with all relevant frameworks such as Caffe2, TensorFlow and Theano
Implementation of AI components in Python, Java, C++ and C#
Development, composition and tuning of learning algorithms for specific usage scenarios
Handling of training data and simulation on local training hardware or in GPU clouds, development of simulation models
Integration of AI components into classical business intelligence and Big Data systems such as Apache Flink

Development of AI-applications for IoT devices such as distributed cameras and other sensors
Co-development of the Robot Operating System version 2 (ROS2), development of ROS/ROS2-applications
Prototype development of augmented reality-hardware with the Oculus Rift and Hololens

Development and deployment of efficient, client-customized AI modules in the cloud
Optimization of the protection of intellectual property and personal data in AI cloud services
Deployment von AI functionality in compressed AI-lets