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so youve gone for a leisurely walk along the beach and youve taken some absolutely amazing shots but then you realize youve gone and set it to a ridiculously low resolution and all your images are coming out blurry what do you do well in this video were going to take a look at how to fix that exactly were going to take low resolution images and convert them into high resolution images using a pre-trained deep learning model ready to do it lets get to it [Music] so were going to keep this one pretty lightweight from a technical standpoint so if you are a beginner this one should be a little bit easier for you to get your head around now in order to do this we are going to be leveraging a pre-trained gan model from github link should be up right about now now in terms of leveraging this model theres going to be a couple of key things that we do still need to set up first up we need to clone down the github repository and bring it down to our desktop weve then got to install a c