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hey guys youre watching Python tutorial videos on my youtube channel Python for microscopist in the last couple of tutorials I covered the topic of image registration using various libraries and Im adding one more via this video especially after reading a couple of comments by you guys and thanks for your suggestions I completely overlooked this library pie stack read even though Ive used it personally myself as part of image J in the past so this is basically a wrapper around image J to enable us to work within Python so what do I mean by that first of all let me exit out of this screen and show you exactly where you can get this library by going to the documentation so just search for pie stack right I mean basically I can include this link as part of my description of this video but once you go to its pie pie page its very well documented this is partly why I did not actually create a video but then I also realized that some of you may not know of its existence if I dont create