Reinforcement Learning has by far the largest potential for simulations and in assisting sequential decision making. Applying Reinforcement Learning in real world scenarios is one of our core skills and and puts us on the technological forefront when facing extremely complicated problems.
GANs are the latest technology breakthrough in AI. We are experienced in applying GANs to create seemingly natural images, videos and speech with a defined set of parameters which helps you to meet GDPR pseudonymisation or anonymisation requirements.
Computer vision lets us bring understanding of contents within images and videos with applications such as face detection, pose estimation, object recognition or object tracking. We are specialized in multi view / multi sensor object recognition, classification and localisation.
Anomaly detection lets us identify anomalous data in any data-based event or observation that differs majorly from the rest. Practical applications are manifold and bring value to any image or video data or a continuous stream of unstructured data from various sources.
Geospatial data indicates where things are within a given coordinate system and is collected in Geographic Information Systems (GIS). We are applying Geospatial Artificial Intelligence (geoAI) by combining innovations in spatial science and machine learning methods to generate meaningful information from spatial big data.
Working on problems withs terabytes of data for industrial applications is one of the most pressing challenges today, and as models get more complex it’s only getting harder. By developing at scale we ensure that any solution works for many people, in many locations, and at a reasonable speed.
Identifying the likelihood of future events and predicting their implications ensure the growth and success of your company. We use a variety of data mining, predictive modeling and analytical techniques for pattern detection to support the decision making process when faced with uncertainty.
By using Natural Language Processing (NLP), our custom text analysis solutions extract meaning from text data and therefore greatly enhance the quality of reporting and analysis. We also use sentiment analysis to capture how positively or negative customers feel about topics, brands and products.