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I want to create an XY scatter plot consisting of images. There area 100+ images. The images are have coordinates information in their file name ( for example ImageX1Y1.jpg , ImageX2Y-1.jpg). All images have the same resolution and pixel size

Below is an example of the manually done(manually insert in excel), partially completed, image XY scatter plot

enter image description here

I have look around but found no answers for it to be done automatically, The closest to plotting images are here link I am thinking of pandas but it stores strings and not images i welcome all solutions even though i am using python

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