AI-based computer vision
At Ceyeborg, our advanced artificial intelligence (AI) algorithms form the core of our technology, driving a diverse array of applications including monitoring, prediction, and forecasting.
Our AI solutions are empowered by interacting seamlessly with other components of our ecosystem. This includes anomaly detection triggering active learning measures, hardware-aware optimizations for fast execution, integration with custom electronics designed for precise mechanical control, adaptability to sensor setups tailored for the customer’s task, and robust database logging for thorough analysis and traceability of quality-relevant metrics.
Together, these elements empower Ceyeborg to deliver AI-based solutions that excel in industrial automation tasks, enhancing efficiency, precision, and reliability in diverse operational environments.
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AI-Based computer vision
Ceyeborg’s computer vision AI stack support the following applications:
- Grading and Quality Assurance
- Classification
- Object Detection
- Object Segmentation
- Pattern Matching
- Tracking
- Anomaly Detection
- Image-based Measurements of Physical Attributes (height, width, speed)
The algorithms are trained, tested, and compressed for optimal performance in your facility. With active learning, the algorithms can detect their own uncertainty about the environment and flag samples for human supervisors to label. The output of the AI algorithms can be integrated in your facility’s automation logic through our custom ECUs or over your programmable logic controller (PLC) and stored in a database for future traceability and logging.
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Our Technologies
At Ceyeborg, our advanced artificial intelligence (AI) algorithms form the core of our technology, driving a diverse array of applications including monitoring, prediction, and forecasting.
Designing custom electronic circuits allows us to develop highly optimized solutions tailored to the specific challenges of our customers.
Using computer-aided design (CAD) tools, mechanical components and products can be custom-developed to meet the precise demands of the customer’s facility.
Ceyeborg’s neural networks are equipped with advanced measures for uncertainty detection, ensuring thorough monitoring and recording of critical anomalies.
Hardware-Aware AI Optimization
Modern AI algorithms often demand significant computational resources for training and deployment.
By generating synthetic data, Ceyeborg can simulate your detection problem thousands of times, incorporating diverse variations and scenarios, before training a neural network specifically tailored for your facility.
Ceyeborg’s experts carefully select the suitable imaging sensor and camera lens for detecting events and anomalies in your facility or manufacturing environment.
Building customer trust is essential for business success. While manufacturer guarantees and assurances are important, genuine trust is established through reliable data.