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Grain Size Analysis in Python Using a Microscope Image

DigitalSreeni via YouTube

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Overview

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This tutorial demonstrates how to analyze microscope images of metal grains in Python. It covers image cleanup, thresholding, connected-component labeling, grain measurements, pixel-to-micron conversion, and exporting results to CSV.

Syllabus

Intro
microscope image
notes
steps
load image
define pixels
denoising
Histogram
Thresholding
Running the code
Defining kernel
Converting to binary image
Labels
Properties in clusters
Properties list

Taught by

DigitalSreeni

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