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, reinforcement learning
- 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
Internet of Smart Things
- 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
Cloud-based AI
- 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