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Ivan Braun

Founder, generated.photos & Icons8

Title: How generated.photos created 100k faces with machine learning

Biography

Biography: Ivan Braun

Abstract

We are building technology to create on-demand media. https://generated.ph
We have built an original machine learning dataset, and used StyleGAN (an amazing resource by NVIDIA) to construct a realistic set of 100,000 faces. Our dataset has been built by taking 29,000+ photos of 69 different models over the last 2 years in our studio. We took these photos in a controlled environment (similar lighting and post-processing) to make sure that each face had consistent high output quality. After shooting, we underwent labor-intensive tasks such as tagging and categorizing.