AILab
Mastering Artificial Intelligence
Verhaert Masters in Innovation provides Artificial Intelligence development and consultancy services. The AILab combines deep knowledge of AI technology with a system engineering approach. A 360° innovative product view on your project helps you to envision the possibilities of AI for user experience, products and processes. Starting from your AI idea or vision, we bring AI down to Earth with our concrete ideation approach by building rapid prototypes and demonstrators. Not quite there yet? No problem, we also support you in creating and refining a powerful and realistic AI product vision.
Let’s talk
Jochem Grietens
T +32 3 250 19 00
Our AI project approach
VERSATILE SKILLS & SERVICES
Algorithm development
- Artificial neural networks (ANN)
- Convolutional neural networks (CNN)
- Recurrent neural networks (RNN)
- Reinforcement learning (RL)
- Support Vector Machines (SVM)
- Principle component analysis (PCA)
- Random decision tree forest
- Kalman filtering
Algorithm categories
- Regressions, classifications, predictions
- Image recognition
- Predictive maintenance
- Anomaly detection
- Natural language processing or understanding (NLP/NLU)
Data gathering
- Assessing data quality (multidisciplinary)
- Designing data gathering process
- Pre-processing & cleaning data
- Data augmentation
- Feature engineering (multidisciplinary)
Software skills
- Tensorflow, Keras, Scikit-learn …
- Model serving (google cloud, amazon web services, local serving)
- python, matlab, java, C++ …
Design strategies
- Design for improved user experience
- Learn cheap fail fast by building rapid prototypes and demonstrators
- 360° project view: inversing the learning curve
AI vision creation services
- AI readiness assessment
- Road map development
- Structured idea generation & selection
- Use case & interaction analysis
What sets us apart?
Project management under uncertainty
Inversing the learning curve by tackling uncertainty first, increasing the ROI on your R&D budget.
360° product view
Algorithms don’t live in a box. Integrating users and surrounding technologies from the start.
AI technology
Expertise on Artificial Intelligence technology. Deep understanding of capabilities and constraints.
Beyond the algorithm
Gathering, understanding data and assessing the quality of data in a multidisciplinary way is required to make your project successful.
Some of our projects
Early fire & propagation prediction by applying machine learning to gas sensors
HOME
Using advanced deep neural network technologies to estimate blood pressure from blood volume pulse measurement.
MEDICAL & HEALTH
Classify the polishing state of diamonds, used to feed the polishing control loop (force & diamond facet polishing orientation).
INDUSTRY
Automated system to monitor car drivers behavior (safe, distracted, fatigue…), achieved by applying a convolutional neural network on webcam images of the driver.
MOBILITY
Using wearable sensor data to monitor and incentivize heart failure patients. Comparative study of machine learning techniques for human activity recognition.
MEDICAL & HEALTH
Improve road safety, provide driver alerts
& improve weather predictions through
analytics of car sensor data
CITY & MOBILITY
Perspectives
Artificial intelligence has the potential to significantly improve the satellite, space ship and satellite manufacturing process. New AI technologies can do more than create better designs or simulations. It will also enable us to lower the time-consuming tasks, such as inspection with NDT, cleaning and even design verification tasks.
Artificial intelligence has the potential to significantly improve the satellite, space ship and satellite manufacturing process. New AI technologies can do more than create better designs or simulations. It will also enable us to lower the time-consuming tasks, such as inspection with NDT, cleaning and even design verification tasks.
In robotics 3 key challenges are addressed with AI: perception, planning and navigation, and robot control.