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One-Shot Face Stylization with JoJoGAN - Code Walkthrough with Explanations

Prodramp via YouTube

Overview

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Explore the second part of a three-part tutorial series on one-shot face stylization using JoJoGAN. Dive into the theoretical details of StyleGAN and its application in JoJoGAN. Walk through the Google Colab code, examining the style training process, inference steps, and various internal details. Learn about source image processing, latent generation from style sources, and the role of GAN discriminators and generators. Gain insights into the FFHQ dataset and understand the key steps in the JoJoGAN process. Perfect for those looking to deepen their understanding of face style transfer techniques and StyleGAN implementation.

Syllabus

- Video Start
- GitHub Repo info
- JoJoGAN Details
- GAN and StyleGAN Intro
- Source Image Processing
- Generating Latent from style source
- StyleGAN Model Reference
- GAN Discriminator & Generator Info
- FFHQ Dataset Reference
- JoJoGAN Steps Summary

Taught by

Prodramp

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