Vision & Artificial Intelligence Group
Universidad de Sonora - Automation Manufacturing Technology (ION) - TE Connectivity
Capabilities
Discover our state-of-the-art capabilities that support cutting-edge research.
Machine Vision
Our machine vision capability encompasses the development and implementation of advanced algorithms for defect detection, anomaly classification, and precise defect localization. Leveraging state-of-the-art technologies, we enhance quality control processes by identifying and classifying defects with high accuracy and efficiency.
3D Vision
Our 3D vision capability utilizes advanced stereo vision technology to accurately determine the spatial position and orientation of objects in three dimensions. This allows for precise object localization and depth perception, enabling complex tasks in automation, robotics, and quality control that require a detailed understanding of object shape and placement.
AI Process Parameter Prediction
Our AI process parameter prediction capability leverages advanced statistical and machine learning techniques, including linear regression, logistic regression, anomaly detection, and clustering algorithms. This enables accurate forecasting of critical process parameters, helping to optimize production efficiency, reduce variability, and enhance decision-making. By analyzing historical data patterns and identifying anomalies, our AI-driven approach ensures a proactive response to process fluctuations and contributes to maintaining consistent product quality.
AI Optimization
Our AI optimization capability focuses on enhancing process performance through advanced techniques, including discrete event simulations and fuzzy logic algorithms. By modeling complex operational scenarios and adapting to uncertain conditions, our approach identifies optimal process configurations and decision strategies. This allows for improved efficiency, reduced costs, and enhanced responsiveness to variability, providing robust solutions tailored to dynamic industrial environments.
