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Pixel detection/coordinate extraction from 2D cross sections

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Hi, I have a small task that i need some assistance with. Its related to pixel detection or coordinate extraction from a 2D cross section image (curve in this case). The script must be in Pyhton and must be able to differentiate the 2D profile from the background and any dust particles/noise (which aren't much).

So its similar to plot digitizer, the only difference is, instead of manually obtaining x,y data from a scanned graph/plot, it will be done by the Python script to read and save the x,y data from 2D cross section. Ultimately, when the x,y coordinates are plotted in Python, the curve will be similar to the original scanned image.

NOTE: I already have a code, which works for few cases but not all. so the best thing will be if someone can modify it or make it better.
For more queries and offer, please contact. Thanks