StyleGAN

Generative AI

An AI That Makes Dog Photos

Two Minute Papers explores the paper “Training Generative Adversarial Networks with Limited Data.”

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AI Generative AI

An AI that Creates Beautiful Daytime Images

Two Minute Papers takes a closer look at the paper “High-Resolution Daytime Translation Without Domain Labels”  in this video.

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AI Generative AI

StyleGAN2: Near-Perfect Human Face Synthesis and More

Two Minute Papers dives into the paper “Analyzing and Improving the Image Quality of #StyleGAN.” Source code is available here:- https://github.com/NVlabs/stylegan2 You can even try it.

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AI

AI in 2020

Siraj Raval gets back to inspiring people to get into AI and pokes fun at himself. Almost exactly 4 years ago I decided to dedicate my life to helping educate the world on Artificial Intelligence. There were hardly any resources designed for absolute beginners and the field was dominated by PhDs. In 2020, thanks to […]

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AI Generative AI

AI That Generates Beautiful Instagram People

Will Kwan was told he wasn’t beautiful enough to be an Instagram model so he used a generative adversarial network to generate some beautiful Instagram people to pose for me. Code: StyleGAN2 (model pretrained on faces): https://github.com/NVlabs/stylegan2 Predict the popularity of Instagram photos: https://github.com/dingkeyan93/Intrinsic-Image-Popularity Convert images into StyleGAN latent space to mess around with: https://github.com/michaelpdu/stylegan-encoder

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Generative AI

How to Morph Faces with a Generative Adversarial Network

Arxiv Insights shows you how to morph faces with a GAN complete with source code.

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Neural style transfer
Deep Learning Generative AI TensorFlow

Neural Style Transfer

Here’s a great tutorial that uses deep learning to compose one image in the style of another image. If you’ve ever wished that you could paint like Picasso or Van Gogh. then this AI technique is your big chance. Known as neural style transfer and the technique is outlined in A Neural Algorithm of Artistic Style, you can […]

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Which Face is Real?
Generative AI TensorFlow

Which Face is Real?

Which Face Is Real? was developed by Jevin West and Carl Bergstrom from the University of Washingtion as part of the Calling Bullshit Project. It acts as a kind of game that anyone can play. Visitors to the site have a choice of two images, one of which is real and the other of which […]

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