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Verhaert Masters in InnovationVerhaert Masters in Innovation
Verhaert Masters in InnovationVerhaert Masters in Innovation
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AI & data science Technologies within our portfolio bring intelligence to your product

Are you looking for AI technology & algorithms to bring intelligence to your smart products?

GO TO TECHNOLOGY PORTFOLIO

AI & data science

The successful integration of data, algorithms and intelligence to products brings new technological challenges. Starting with challenges to get the right data, proving feasibility with minimal investment, finding the right expertise development and successful deployment into production.

Key challenges for AI & data science

Depth of AI technology

Developing the right algorithm for the job requires a versatile team mastering all subdomains of AI, algorithms and data science.

Integrated system design

Algorithms need to be matched precisely to the use case, compute platform, sensors and data sources. Design, select and integrate these on a system level with a multidisciplinary approach.

Data gathering & management

Determining data requirements for big and small data projects. Provide end-to-end services for gathering, data labeling, and data management.

Deployment & production

Developing algorithms for a specific target device: embedded electronics, mobile devices or cloud applications, so the algorithms are tailored for smooth and frugal operations on any device.

Integrating specific technology

Bringing artificial intelligence to your product isn’t about the technology itself, it’s about getting maximum value from your data, whatever the amount, type or context. Verhaert helps you to gather data, select the right sensors, develop the right algorithm and optimize it for any target platform. 

Machine Learning

  • Custom deep learning models
  • (Un)supervised & self-supervised ML
  • Surrogate model development
  • Bayesian networks & graphs
  • AutoML, active learning
  • ML & physics: hybrid models
  • MLops in production
  • ML optimized for edge devices
  • ML optimized for cloud

Optimization

  • Resource planning & optimization
  • Graph optimization
  • Bayesian optimization
  • Evolutionary algorithms
  • Swarm optimization
  • Stochastic optimization
  • Constraint optimization
  • Optimal routing

Robotics AI

  • Probabilistic robotics: planning & controlling robots under uncertainty
  • Automated path planning & navigation
  • Motion planning & control
  • Perception & situational awareness
  • SLAM & VSLAM 
  • Sensor fusion
  • Robot programming & simulation (ROS)

Structured & tabular data algorithms

  • Time series forecasting, prediction & classification
  • Anomaly detection
  • Automated pattern finding
  • Recommendation algorithms
  • Preference mining
  • Clustering
  • Business intelligence algorithms

Computer vision

  • Image & video processing
  • Image classification, segmentation, object detection & tracking
  • Video analysis
  • Image generation
  • Lidar & radar based computer vision
  • Computer vision: stitching, registration, depth estimation

Data science & statistics

  • Automatic labeling techniques
  • Statistical analysis
  • Data visualization: power BI, grafana, …
  • Databases: (No)SQL, …
  • Cloud data & processing pipelines: AWS, Google, IBM, AZURE
  • Data cleaning: missing data estimation

Natural Language Processing (NLP)

  • Text based: classification, topic extraction, …
  • Speech recognition & voice control
  • Knowledge extraction & information retrieval
  • Text generation
  • Chatbots (voice & text)
  • Information retrieval

Advanced control

  • ML based system identification & surrogate models
  • Reinforcement learning based closed loop control
  • Advanced control: model predictive control, …
  • Advanced closed loop control

Technology building blocks

DISCOVER MORE AI TECHNOLOGY BUILDING BLOCKS

Machine learning model repository

IRIS – Data gathering & visualization engine

Robotics planning & advanced control engine

AI optimization library

Get in touch

Verhaert’s mature technologies are accessible and ready to be implemented to make your products more autonomous, better performing and easier to use. Want to talk about the implementation for your products?

Get inspired on artificial intelligence

VISIT THE AI BLOG

AI, the rising star in earth observation

The future of energy-efficient AI systems

Maximizing customer engagement: AI and data in FMCG

Predictive maintenance – know when things will break

Some of our success stories in AI & data science

  • Computer vision based long range object detection, classification & tracking.
    AI & DATA SCIENCE
  • Using computer vision & supporting information from a car’s CAN-bus to determine the current weather conditions.
    AI & DATA SCIENCE
  • Path planning algorithms & advanced control for a spine surgical robot.
    AI & DATA SCIENCE

Verhaert Masters in Innovation is a pioneering innovation group helping companies and entrepreneurs to innovate, creating new products, businesses and services.

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