Automatic Planning of Solar Systems
Creative solutions enabled us to automate the process of planning solar systems.
Projects
We have completed numerous AI projects in the last years, often in the fields of natural language processing or computer vision. Here we present a selection of those.
Computer Vision
Artisanal and Small Mine Detection
See how we developed a machine learning software to stop environmental destruction through illegal mines, based on satellite data and object detection.
Defect Detection in Manufacturing
AI-supported optical defect detection for semiconductor laser production.
Convective Clouds Detection
We automated the detection of certain cloud structures for Deutscher Wetterdienst (DWD).
Crop Type Classification
We predict crop types from satellite data to support modern agriculture.
Monitoring Urban Growth and Change
An image segmentation algorithm that supports sustainable city planning.
Predicting Potential Reach of Video Ad Campaigns
We simulate internet traffic and bidding scenarios to predict the reach of advertising campaigns.
Smart Access Control with Facial Recognition
We developed a multi-level security system with facial recognition for automatic access control.
Contamination detection in industrial 3D printing
AI-based detection of nozzle contamination in industrial 3D printing
Optimizing a Base Metal Purification Process
We teamed up with Cylad Consulting to analyze time data series collected during a base metal purification process and develop a data-driven solution to optimize process parameters.
Automated Detection and Analysis of Tailings
Using various satellite images, a suite of computer vision models and mathematical modeling is applied to detect, segment and analyze tailings with respect to their volume and mineralogical content.
Anomaly Detection in Track Scenes
Detect anomalous objects from videos taken by cameras on a train.
Natural Language Processing
Legal Review of Rental Contracts
Different methods from the field of NLP helped us to create software that spots errors in rental contracts.
Automatic Checking of Service Charge Statements
Our software protects tenants against excessive service charge bills.
Semantic Search for Public Administration
Our algorithm helps citizens through the bureaucracy of registering a business.
Extracting information from customer requests
Given a free form vet appointment reason we extract symptoms, diseases and requested services.
Numeric Attribute Extraction from Product Descriptions
Automatically extract numerical attributes from product descriptions in order to enrich the existing database.
