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Hi, guys, welcome back the dark horse in this section, we'll take a look at a very cool project,

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although it's controversial, but nevertheless we'll still implement our very own deep deepfake makeup.

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So open notebook nine and we'll get started.

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But first of all, for those of you who don't know what deepfakes are, deepfakes are essentially fake

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videos of someone.

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Let's see yourself doing something or seeing something that clearly you didn't do.

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But there's a video that basically replicates how you would basically your mannerisms, your facial

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expressions, everything.

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So it looks almost real, almost like as if it were a video of you seeing or doing something incriminating,

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perhaps.

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So that's why deepfakes are so controversial.

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So you can see this is like a vision of an output of another deepfake algorithm.

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You can see this is the original Obama one, and this is a one that they generate, and it looks pretty

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much identical, which you can where you can see it creates a lot of problems.

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The deepfake model that we're going to introduce is a first order motion model for image animation by

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these guys here.

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This was in 2019.

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So this is a look at the deeper look at their findings, and people added some video explanations as

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well.

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So it is quite good.

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Take a look at this and watch the video if you want to learn more about this algorithm.

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So let's go back to notebook fifty nine, so let's run the setup first, so we can firstly install all

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of the packages and reports that we need.

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So this takes about 20 seconds to run.

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Next, there's a big chunk block of could here.

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This basically is actually a full HD HTML app, you can see, and it takes a lot of just under a minute

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to run concealers, all the cassettes and stuff, and lots of code going on here.

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All right.

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But what it does, it will actually have already generated this.

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So I'll go back to how to use this.

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But let's take a look.

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One of my outputs?

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OK.

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So you can see I'm putting Obama's mannerisms here onto the Mona Lisa picture, and it looks freakishly

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real.

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Look at it.

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You can see the Mona Lisa painting look like the eye is moving to the mouth and nose to cheeks.

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It looks quite good.

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And you can even convicted upskilled to attend Typekit if you wanted it.

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So I'm going to press back because you this isn't what you recruited, but when you first load up this

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app so you can see the different people.

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But these are the people who we know who we are going to pick.

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So you can fake Nixon, Putin, a bunch of other Churchill and a bunch of other people who I don't really

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know.

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There's also cartoons as well.

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There's some dolls, Chucky and some Toy Story, a few others E.T. Then there's one game today, not

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just to Game of Thrones, but anyway, there's Game of Thrones characters here, as well as statues.

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And if Ricky isn't, it can animate the statue and makes it look like it's alive.

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And these are the reference videos.

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So these are the videos and mannerisms that you'll be placing on to these videos.

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So let's try a statue.

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Let's try this one, and let's try putting Trump on that statue.

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So you just click them so you see how a click each one is highlighted in green.

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And no, you can use different models here.

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So I actually haven't experimented with much of these models of merely used a Vox model, so you can

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always just try different models.

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It just takes a while for each one to run, which is why I haven't experimented that much with it.

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But click Generate here, and this takes a few minutes to process.

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So let's just sit back and wait and then we can playback our final results.

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Dogo said that was faster than expected.

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So let's take a look at who's to help the water that you're safe now.

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That's good.

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And you can see this is quite quite good.

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It's animating the statue from this Donald Trump video, although it is an image of Donald Trump VIDEO

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Unfortunately, here anymore.

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I think that Brooke.

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But this was basically Donald Trump talking.

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And now we have a statue that's moving and talking and freakishly real.

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Wait, so that's it for this lesson.

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I hope you enjoyed it because this is quite fun.

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Also, I know, realized there's no back button after you complete two videos.

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It's probably a bug.

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If someone wants something fun to do, maybe you can try to resolve that bug.

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Nevertheless, I'll stop recording this video now and allow you to make you want your fix.

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Remember, you can actually upload your own image, can upload the image of yourself and upload a minute

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for this video.

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Sorry of someone else, including or using some of the reference videos they have there, and I limit

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yourself using that video.

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So have fun, and I'll see you in the next lesson.

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Thank you.