AI Scope

go look at this website

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AI Scope

a really fascinating example of GAN

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AI Scope

this site generates superrealistic human faces in seconds

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AI Scope

and no

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AI Scope

it does not have a database and with each refresh it generates a complete new face

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using GAN

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Generative Adversarial Networks

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AI Scope

what is it then?

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AI Scope

well

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GANs are a model architecture for training a generative model

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first introduced in 2014

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GAN uses two sub-models

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Generator and Discriminator

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Generator is responsible to generate from the given data and discriminator has to say if it is fake or not

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the practice and learn continues till the discriminator is unable to tell if generated data is fake or real

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AI Scope

https://youtu.be/8L11aMN5KY8?si=mzqhsXsIA4pc1hnO

YouTube

A Friendly Introduction to Generative Adversarial Networks (GANs)

Code: https://www.github.com/luisguiserrano/gans
What is the simplest pair of GANs one can build? In this video (with code included) we build a pair of ONE-layer GANs which will generate some simple 2x2 images (faces).

Grokking Machine Learning Book: htt…

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AI Scope

a really fascinating video about GAN with an interesting example of building a GAN from scratch

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the code of the example in this video: https://github.com/luisguiserrano/gans/blob/master/GANs_in_Slanted_Land.ipynb?short_path=28407f0

GitHub

gans/GANs_in_Slanted_Land.ipynb at master · luisguiserrano/gans

GANs in slanted land. Contribute to luisguiserrano/gans development by creating an account on GitHub.

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AI Scope

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AI Scope

holy shit the math

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