Online Training – 20-hour Machine Vision Course

Detailní popis produktu

• Introduction to Machine Vision (2 hours)

  • What machine vision is and its applications

  • Key components of machine vision systems

  • Typical applications (inspection, measurement, object recognition)

• Choosing the Light Source (3 hours)

  • Basic lighting types: direct, diffuse, coaxial, ring

  • Special lighting techniques: backlight, structured light, polarization

  • Effect of wavelength on image quality

  • Practical demonstrations of lighting for different applications

• Camera and Optics Selection (3 hours)

  • Camera parameters: resolution, FPS, global vs. rolling shutter

  • Lenses: focal length, aperture, depth of field

  • Filters and their impact on image quality

  • Selecting the right camera + lens combination

• Image Acquisition and Preprocessing (3 hours)

  • Basics of image processing: filtering, histogram, thresholding

  • Noise reduction, contrast and brightness adjustment

  • Distortion correction and image calibration

  • OpenCV and other tools for image preprocessing

• AI Algorithms for Image Analysis (4 hours)

  • Classification

  • Feature detection, distance measurement, object counting

  • Machine learning and neural networks for image analysis

• Practical Implementation and Deployment (3 hours)

  • System testing and result validation

  • Optimizing speed and accuracy

  • Integration with PLC / industrial systems

  • Simulation and real-world case studies

• Q&A and Test (2 hours)

  • Summary and recommendations for specific applications

  • Final test and certificate issuance

  • Tips for further development and study