willtheorangeguy/2018-WAN-Show-Transcripts

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[3441.00 --> 3452.00] This is over 2,000 frames of data processed with an image of Luke.
[3452.00 --> 3453.00] So, it's, what is it?
[3453.00 --> 3464.00] It's 2,000 frames, it's modeled, and then it's like processed over top to swap Luke's face onto my talking head.
[3464.00 --> 3467.00] Now, I think we showed on the WAM show a little while ago.
[3467.00 --> 3468.00] Hold on, one quick thing.
[3468.00 --> 3469.00] Yeah.
[3469.00 --> 3477.00] Someone using some footage of George W. Bush just kind of sitting still and like nodding along and moved his mouth and made him say stuff.
[3477.00 --> 3478.00] Yeah.
[3478.00 --> 3480.00] So, this is a very similar technology to that.
[3480.00 --> 3481.00] So, how does this work?
[3481.00 --> 3495.00] So, he says, I trained my model using 2,000 plus images each for you and Linus, pulled frames from float plane and YouTube videos to gather all the data, and trained my GTX 970 for 36 hours.
[3495.00 --> 3498.00] So, it's a 970 for 36 hours and a whole bunch of photos.
[3498.00 --> 3499.00] Okay.
[3499.00 --> 3500.00] There's another one.
[3500.00 --> 3501.00] There's another one.
[3501.00 --> 3502.00] It's the other way around.
[3502.00 --> 3503.00] Yeah.
[3503.00 --> 3505.00] So, let's pull up the Linus and Luke one.
[3505.00 --> 3507.00] Actually, here, you guys can see them side by side here.
[3507.00 --> 3510.00] So, this is my face onto Luke.
[3510.00 --> 3517.00] It is a surprisingly convincing effect.
[3517.00 --> 3522.00] If the eyes, if the like iris was smaller, I think it would be more believable.
[3522.00 --> 3525.00] I think that's the like one thing that it screwed up.
[3525.00 --> 3526.00] Yeah.
[3526.00 --> 3530.00] And well, that and the fact that like you have facial hair and I don't and it kind of blended it.
[3530.00 --> 3531.00] Yeah.
[3531.00 --> 3532.00] Rather than...
[3532.00 --> 3533.00] Yeah.
[3533.00 --> 3535.00] It did, okay, I think it actually did a pretty good job of that.
[3535.00 --> 3538.00] It just looks unnatural for that face to have facial hair.
[3538.00 --> 3539.00] Yes.
[3539.00 --> 3540.00] It looks like this person should shave.
[3540.00 --> 3541.00] Yeah.
[3541.00 --> 3542.00] More than the other one.
[3542.00 --> 3546.00] And like you can tell like these lines are higher up on your face.
[3546.00 --> 3547.00] So, it looks a little weird.
[3547.00 --> 3548.00] Yeah.
[3548.00 --> 3553.00] But like, if I'd never seen either of us, I'd have gone like, okay, yeah, that's a dude.
[3553.00 --> 3556.00] Especially at like kind of blocky web streaming quality.
[3556.00 --> 3557.00] Yeah.
[3557.00 --> 3560.00] And I did notice when looking at it myself when comparing the two.
[3560.00 --> 3561.00] Yeah.
[3561.00 --> 3562.00] I was like, okay, mine looks more unnatural.
[3562.00 --> 3565.00] But that's probably because it's me looking at it.
[3565.00 --> 3566.00] Probably.
[3566.00 --> 3567.00] Like, I don't know.
[3567.00 --> 3568.00] It's really interesting.
[3568.00 --> 3573.00] I never realized how creepy Linus's eyes were, says Majestic Failure.
[3573.00 --> 3575.00] Well, they don't look like that.
[3575.00 --> 3577.00] It's trying to scale it.
[3577.00 --> 3579.00] It's screwed up slightly, I think.
[3579.00 --> 3584.00] So, the reason why this actually showed up is because three different websites.
[3584.00 --> 3585.00] Yeah.
[3585.00 --> 3588.00] I believe, I don't remember what they all were.
[3588.00 --> 3589.00] Yeah.
[3589.00 --> 3590.00] I know one of them is Discord.
[3590.00 --> 3595.00] But they've blocked intentionally now like Discord would probably block this.
[3595.00 --> 3600.00] But I know other sites are more tuned to normally having this type of content and they've blocked
[3600.00 --> 3601.00] it as well.
[3601.00 --> 3606.00] But it's porn where they've done this with like a celebrity's face.
[3606.00 --> 3607.00] Yeah.
[3607.00 --> 3609.00] And put it on an actor in a scene.
[3609.00 --> 3610.00] Yeah.
[3610.00 --> 3612.00] And that's like becoming a thing.
[3612.00 --> 3613.00] Right.
[3613.00 --> 3615.00] Like all these different sites, I believe Pornhub is one of them.
[3615.00 --> 3618.00] I know Discord's one, but I didn't know that was a thing anyways.
[3618.00 --> 3619.00] Right.
[3619.00 --> 3621.00] And like, I think there's a couple other sites that are all like, nope!
[3621.00 --> 3624.00] Because they don't want to deal with any of the legal issues, I'm sure.
[3624.00 --> 3625.00] Well, yeah.
[3625.00 --> 3626.00] And there'll be major issues.
[3626.00 --> 3632.00] Especially because like, guys, even ignoring the like, I forget if it's defamation or libel,
[3632.00 --> 3633.00] or slander.
[3633.00 --> 3634.00] Yeah.
[3634.00 --> 3635.00] Like, they're all slightly different.
[3635.00 --> 3637.00] Like, one of them is written and one of them is spoken or blah, blah, blah, blah, blah.
[3637.00 --> 3638.00] I think slander's spoken.
[3638.00 --> 3645.00] Anyway, the point is, aside from being sued for damages over that, celebrities, especially
[3645.00 --> 3646.00] like-
[3646.00 --> 3647.00] Apparently they're called deepfakes.
[3647.00 --> 3648.00] Okay.
[3648.00 --> 3649.00] Like legitimately-
[3649.00 --> 3650.00] Like deep learning fakes.
[3650.00 --> 3657.00] Legitimately famous ones, they often are able to claim that their image, especially if
[3657.00 --> 3661.00] it was pulled from a copyrighted work, is their IP.
[3661.00 --> 3662.00] So-
[3662.00 --> 3667.00] And you'll have a little bit, cause like, with some of these things it's community contributed
[3667.00 --> 3671.00] content, so they're protected to a certain degree, but they have to get rid of it really
[3671.00 --> 3672.00] fast.
[3672.00 --> 3673.00] Yes.
[3673.00 --> 3678.00] So they're trying to put fairly heavy handed, which is fair, not heavy handed in an unfair
[3678.00 --> 3682.00] way, heavy handed in a this is definitely how they should do it way, rules in place
[3682.00 --> 3683.00] to try to stop these things.
[3683.00 --> 3684.00] Right.
[3684.00 --> 3685.00] Yeah.
[3685.00 --> 3687.00] All right.
[3687.00 --> 3690.00] So, I think that's pretty much it for the show today.
[3690.00 --> 3695.00] Thank you to all the ten- I can legitimately say for the first time, tens of thousands of
[3695.00 --> 3697.00] you who are watching.

[3441.00 --> 3452.00] This is over 2,000 frames of data processed with an image of Luke.

[3452.00 --> 3453.00] So, it's, what is it?

[3453.00 --> 3464.00] It's 2,000 frames, it's modeled, and then it's like processed over top to swap Luke's face onto my talking head.

[3464.00 --> 3467.00] Now, I think we showed on the WAM show a little while ago.

[3467.00 --> 3468.00] Hold on, one quick thing.

[3468.00 --> 3469.00] Yeah.

[3469.00 --> 3477.00] Someone using some footage of George W. Bush just kind of sitting still and like nodding along and moved his mouth and made him say stuff.

[3477.00 --> 3478.00] Yeah.

[3478.00 --> 3480.00] So, this is a very similar technology to that.

[3480.00 --> 3481.00] So, how does this work?

[3481.00 --> 3495.00] So, he says, I trained my model using 2,000 plus images each for you and Linus, pulled frames from float plane and YouTube videos to gather all the data, and trained my GTX 970 for 36 hours.

[3495.00 --> 3498.00] So, it's a 970 for 36 hours and a whole bunch of photos.

[3498.00 --> 3499.00] Okay.

[3499.00 --> 3500.00] There's another one.

[3500.00 --> 3501.00] There's another one.

[3501.00 --> 3502.00] It's the other way around.

[3502.00 --> 3503.00] Yeah.

[3503.00 --> 3505.00] So, let's pull up the Linus and Luke one.

[3505.00 --> 3507.00] Actually, here, you guys can see them side by side here.

[3507.00 --> 3510.00] So, this is my face onto Luke.

[3510.00 --> 3517.00] It is a surprisingly convincing effect.

[3517.00 --> 3522.00] If the eyes, if the like iris was smaller, I think it would be more believable.

[3522.00 --> 3525.00] I think that's the like one thing that it screwed up.

[3525.00 --> 3526.00] Yeah.

[3526.00 --> 3530.00] And well, that and the fact that like you have facial hair and I don't and it kind of blended it.

[3530.00 --> 3531.00] Yeah.

[3531.00 --> 3532.00] Rather than...

[3532.00 --> 3533.00] Yeah.

[3533.00 --> 3535.00] It did, okay, I think it actually did a pretty good job of that.

[3535.00 --> 3538.00] It just looks unnatural for that face to have facial hair.

[3538.00 --> 3539.00] Yes.

[3539.00 --> 3540.00] It looks like this person should shave.

[3540.00 --> 3541.00] Yeah.

[3541.00 --> 3542.00] More than the other one.

[3542.00 --> 3546.00] And like you can tell like these lines are higher up on your face.

[3546.00 --> 3547.00] So, it looks a little weird.

[3547.00 --> 3548.00] Yeah.

[3548.00 --> 3553.00] But like, if I'd never seen either of us, I'd have gone like, okay, yeah, that's a dude.

[3553.00 --> 3556.00] Especially at like kind of blocky web streaming quality.

[3556.00 --> 3557.00] Yeah.

[3557.00 --> 3560.00] And I did notice when looking at it myself when comparing the two.

[3560.00 --> 3561.00] Yeah.

[3561.00 --> 3562.00] I was like, okay, mine looks more unnatural.

[3562.00 --> 3565.00] But that's probably because it's me looking at it.

[3565.00 --> 3566.00] Probably.

[3566.00 --> 3567.00] Like, I don't know.

[3567.00 --> 3568.00] It's really interesting.

[3568.00 --> 3573.00] I never realized how creepy Linus's eyes were, says Majestic Failure.

[3573.00 --> 3575.00] Well, they don't look like that.

[3575.00 --> 3577.00] It's trying to scale it.

[3577.00 --> 3579.00] It's screwed up slightly, I think.

[3579.00 --> 3584.00] So, the reason why this actually showed up is because three different websites.

[3584.00 --> 3585.00] Yeah.

[3585.00 --> 3588.00] I believe, I don't remember what they all were.

[3588.00 --> 3589.00] Yeah.

[3589.00 --> 3590.00] I know one of them is Discord.

[3590.00 --> 3595.00] But they've blocked intentionally now like Discord would probably block this.

[3595.00 --> 3600.00] But I know other sites are more tuned to normally having this type of content and they've blocked

[3600.00 --> 3601.00] it as well.

[3601.00 --> 3606.00] But it's porn where they've done this with like a celebrity's face.

[3606.00 --> 3607.00] Yeah.

[3607.00 --> 3609.00] And put it on an actor in a scene.

[3609.00 --> 3610.00] Yeah.

[3610.00 --> 3612.00] And that's like becoming a thing.

[3612.00 --> 3613.00] Right.

[3613.00 --> 3615.00] Like all these different sites, I believe Pornhub is one of them.

[3615.00 --> 3618.00] I know Discord's one, but I didn't know that was a thing anyways.

[3618.00 --> 3619.00] Right.

[3619.00 --> 3621.00] And like, I think there's a couple other sites that are all like, nope!

[3621.00 --> 3624.00] Because they don't want to deal with any of the legal issues, I'm sure.

[3624.00 --> 3625.00] Well, yeah.

[3625.00 --> 3626.00] And there'll be major issues.

[3626.00 --> 3632.00] Especially because like, guys, even ignoring the like, I forget if it's defamation or libel,

[3632.00 --> 3633.00] or slander.

[3633.00 --> 3634.00] Yeah.

[3634.00 --> 3635.00] Like, they're all slightly different.

[3635.00 --> 3637.00] Like, one of them is written and one of them is spoken or blah, blah, blah, blah, blah.

[3637.00 --> 3638.00] I think slander's spoken.

[3638.00 --> 3645.00] Anyway, the point is, aside from being sued for damages over that, celebrities, especially

[3645.00 --> 3646.00] like-

[3646.00 --> 3647.00] Apparently they're called deepfakes.

[3647.00 --> 3648.00] Okay.

[3648.00 --> 3649.00] Like legitimately-

[3649.00 --> 3650.00] Like deep learning fakes.

[3650.00 --> 3657.00] Legitimately famous ones, they often are able to claim that their image, especially if

[3657.00 --> 3661.00] it was pulled from a copyrighted work, is their IP.

[3661.00 --> 3662.00] So-

[3662.00 --> 3667.00] And you'll have a little bit, cause like, with some of these things it's community contributed

[3667.00 --> 3671.00] content, so they're protected to a certain degree, but they have to get rid of it really

[3671.00 --> 3672.00] fast.

[3672.00 --> 3673.00] Yes.

[3673.00 --> 3678.00] So they're trying to put fairly heavy handed, which is fair, not heavy handed in an unfair

[3678.00 --> 3682.00] way, heavy handed in a this is definitely how they should do it way, rules in place

[3682.00 --> 3683.00] to try to stop these things.

[3683.00 --> 3684.00] Right.

[3684.00 --> 3685.00] Yeah.

[3685.00 --> 3687.00] All right.

[3687.00 --> 3690.00] So, I think that's pretty much it for the show today.

[3690.00 --> 3695.00] Thank you to all the ten- I can legitimately say for the first time, tens of thousands of

[3695.00 --> 3697.00] you who are watching.