We were inspired by the website, deepfakes, and how realistic images produced by GANs (Generative adversarial networks) can be.

What it does

We created a website where people play a game where they are given one image that is real and one image that is produced from a GAN. Can the user detect what's the GAN or not?

How I built it

We built it using React front-end that pulls images from a real image dataset and a GAN-generated dataset.

Challenges I ran into

We were originally going to customize our own GAN, but complications arose so we decided to have a fun and easy application using pre-existing GAN architecture.

Accomplishments that I'm proud of

I am proud of my team members of understanding the concepts of a GAN and putting it into use.

What I learned

An application of GANs! Also, some of us had never used React or done front-end before.

What's next for Gan Game

Who knows where GANs can take us next?

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