StyleGANs Courses and Certifications

Build Better Generative Adversarial Networks (GANs)

652 ratings at Coursera

Learn to evaluate GANs, identify bias, and implement StyleGAN techniques. Master advanced image generation methods, from foundational concepts to state-of-the-art models using PyTorch.

• Coursera
• 1 day 4 hours 49 minutes
• On-Demand
• Free Online Course (Audit)

Coding Train

Introduction to RunwayML

Explore machine learning models with RunwayML in this comprehensive live stream. Learn installation, generative painting, PoseNet, StyleGAN, and more through hands-on demonstrations and Q&A.

• YouTube
• 2 hours 45 minutes
• On-Demand
• Free Video

Prodramp

One-shot Face Stylization with JoJoGAN - In-depth Tutorial - Part 1

Learn face stylization with JoJoGAN: transfer styles to images using minimal data and GPU assistance. Covers setup, existing models, custom training, and animal face styles.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Prodramp

One-Shot Face Stylization with JoJoGAN - Model Save, Export and Deployment

Learn to save, export, and deploy JoJoGAN face stylization models. Covers checkpoint saving, model exporting, inference setup, and style application in Colab environment.

• YouTube
• 18 minutes
• On-Demand
• Free Video

Prodramp

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

Explore StyleGAN and JoJoGAN for face style transfer. Learn theory, code walkthrough, and implementation details for efficient one-shot face stylization using Google Colab.

• YouTube
• 18 minutes
• On-Demand
• Free Video

Runway

How Generative Models Work - Understanding Neural Networks and Auto Encoders

Explore various generative models, their inner workings, and see a live demo of StyleGAN creating new images in RunwayML. Learn about neural networks and auto-encoders.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Aladdin Persson

StyleGAN Paper Explained

Comprehensive explanation of StyleGAN paper, covering architecture, image quality techniques, style properties, mixing, disentanglement, and training details for advanced AI image generation.

• YouTube
• 41 minutes
• On-Demand
• Free Video

Jeff Heaton

Train StyleGAN with Your Own Images

Learn to train StyleGAN with your own images using Colab, covering image preparation, training setup, and resuming training for both StyleGAN2 and StyleGAN3 models.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Code With Aarohi

StyleGAN Explained

Comprehensive exploration of StyleGAN architecture, detailing its innovations over traditional GANs. Covers mapping networks, style control, and noise injection for high-quality image generation.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Wolfram

XAI: A Model to Explain StyleGANs

Propone un modelo explicativo para StyleGANs basado en modelos activos de forma y apariencia, ofreciendo una visión interna de este generador de imágenes realistas.

• YouTube
• 30 minutes
• On-Demand
• Free Video

MLOps.community

Creative AI - Using ML to Create Art, Music, and Jokes - Lecture 113

Explore AI's creative potential in art, music, and humor through open-source ML models. Discover strengths, limitations, and societal impacts with live demos and code walkthroughs for various creative AI applications.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video