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hey guys youre watching Python tutorial videos on my youtube channel Python for microscopists in this video Im gonna talk about image quality metrics how to quantify your image quality using a reference image and this is a question I got quite a bit from from you guys from the viewers so I thought of actually summarizing a whole bunch of metrics into one video now I did talk about image quality in one of my previous videos especially the recent one video number 114 thats title automatic image quality assessment using brisk Bri s qu e and this is in no reference image quality assessment and in fact in the next tutorial Im going to talk about one other way of doing no reference like basically estimating the sharpness of an image now for this tutorial again lets focus on using a reference image and using another image and trying to compare these two images now psychic image itself actually has quite a few features when it comes to this let me try to zoom into this page so you guys c