Create innovative solutions with our state-of-the-art deep learning and vision knowledge. We specialize in developing custom, high-performance machine vision software integrated seamlessly with high-tech equipment and robotic control systems.
Combining technical know-how with machine learning
Nobleo is involved in developing machine learning solutions for high-tech systems and autonomous robotics. It is our ambition to apply machine learning by leveraging know-how of mathematics, physics, optics, electronics, and mechatronics to deliver innovative solutions for our customers.
Depending on the customer request, we can deliver an algorithm, a stand-alone application and/or a turnkey solution with integrated sensors and image processing. To co-develop machine learning algorithms efficiently we developed our own machine learning framework. The framework facilitates web-based data annotation, training & evaluation and deployment of machine learning networks on edge processing devices (see image).
To improve algorithm performance, we have developed a secure data storage solution to manage IP sensitive data. The data store is directly linked to the machine learning framework, providing easy access for data annotation and re-training of machine learning algorithms on data collected from devices “in-the-field”.
Key technical capabilities
Object detection & tracking
Real-time neural network-based identification and tracking.
Object classification
Custom dataset training for industry-specific recognition.
Environmental understanding
Depth perception and scene analysis for autonomous navigation.
Sensor fusion for vision
Multi-sensor integration for enhanced perception.
Vision-Control Integration
Precise robotic actions based on real-time visuals.
Neural Network Training
Custom AI models for high-accuracy applications.
Multi-Spectral Imaging
Imaging techniques for advanced material recognition.
Machine Learning for Complex Control Framework
Our Machine Learning for Control framework creates advanced controller policies using simulation-based learning, tackling complex, non-linear systems that traditional methods struggle with.
Object detection & tracking
Real-time neural network-based identification and tracking.
Object classification
Custom dataset training for industry-specific recognition.
Environmental understanding
Depth perception and scene analysis for autonomous navigation.
Sensor fusion for vision
Multi-sensor integration for enhanced perception.
Vision-Control Integration
Precise robotic actions based on real-time visuals.
Neural Network Training
Custom AI models for high-accuracy applications.
Multi-Spectral Imaging
Imaging techniques for advanced material recognition.
Machine Learning for Complex Control Framework
Our Machine Learning for Control framework creates advanced controller policies using simulation-based learning, tackling complex, non-linear systems that traditional methods struggle with.
Assets
NoblAI Framework
Our NoblAI framework is a powerful platform for managing large datasets next to annotating, training, validating and deploying machine vision algorithms tailored to your needs.
Industries we service with our image processing & machine learning expertise
- Industrial systems & automation | Photonic wafer inspection
- Industrial cleaning | Robotized cleaning based on 3D imaging
- Offshore | Sensor fusion & tracking
- Recycling | Waste detection and recycling of refrigerators
- Agri & Food | orchard mapping and analysis
Specialized image processing & machine learning capabilities
- Quality inspection for high-mix low volume production | flexible tooling to support high-skilled staff making complex products in low volumes
- High-speed surface inspection with machine learning | leverage GPU power to run machine learning for inline applications
- Robotics integration | integrate machine learning in robotic systems for vision-based control
- In-house tools for incremental algorithm development | deployment and life-cycle management for machine learning algorithms
Trusted by industry leaders
Contact us for more information about our Smart Robot Solutions
"*" indicates required fields
Can I help you?
