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in this video we use ai to make watermarks completely disappear it all started when i wanted this image but wait a second zoom in center shutter stock were officially at war [Music] disclaimer this project is probably not very legal or ethical and if you think im a piece of youre completely right all right moving on because we dont want to be that guy lets first open up good old photoshop [Music] wait this actually works great photoshop baby five hours later that took way too long i think its safe to say we need to ai this when i say ai i actually mean machine learning and by machine learning i mean deep learning by deep learning i just mean a neural network that is deep now in order to do ai we need three things first you need a ton of data secondly you need a large neural net and thirdly a lot of cuda cores for the data we need an input image x with a watermark and then we need the corresponding image y that is the potato without the watermark so the best situation would be if