Computer Vision and Inspection
Computer Vision and Inspection
SMS provides Computer Vision and Inspection solutions and services. The solutions we provide leverage transformative technology that combines artificial intelligence (AI), machine learning (ML), and image processing to enable machines to interpret and understand visual information from manufacturing to the Energy grid. We focus on the development of algorithms and systems that can extract valuable insights from images and videos, improving upon the human visual perception process.
Visual Intelligence: Uncovering Quality, Ensuring Performance.
Computer vision and inspection represent a significant advancement in how visual data is processed and utilized across various industries, enabling smarter, faster, and more efficient workflows that adapt to the ever-evolving technological landscape.
Computer Vision and Inspection - What is Included.
Image Acquisition
The process begins with capturing images using cameras or sensors. This can include everything from high-resolution cameras in industrial machinery to ordinary smartphone cameras.
Image Processing
After images are captured, they undergo processing, which may involve enhancing the image quality, filtering noise, and adjusting the brightness or contrast to make the relevant features stand out.
Feature Extraction
Algorithms then analyze the processed images to identify key features or patterns. This step is crucial for applications such as object recognition, where the system identifies and classifies objects within an image.
Analysis and Interpretation
Once features are extracted, the system interprets the data to make decisions or predictions. This can include counting objects, detecting anomalies, or assessing quality.
Automation and Integration
Computer vision systems integrate seamlessly into various applications, enabling automation in industries such as manufacturing, agriculture, healthcare, and security. This integration enhances operational efficiency by replacing manual inspection with automated processes that are faster, more accurate, and consistent.