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Find defects based on differnces between two images

Detect differences between two images to find defects

Code environment:

Python 3.11.2

See requirements.txt for used libraries

Assumptions:

  • Grayscale images with 3 graded intensities as input
  • Images size around 300-500 pixels in each direction
  • Uses translation registration: assumes no shearing, reflection, scaling or rotation between images
  • Should be able to deal with both small and large defects - avoids strong filtering
  • Favors false positive over false negatives

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Detect differences between two identical images

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