StyleGANs Courses and Certifications

Wolfram

XAI: A Model to Explain StyleGANs

Explore an innovative explanation model for StyleGANs using active shape and appearance models in this computational essay.

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

Build Better Generative Adversarial Networks (GANs)

685 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
• Paid Course

Generative Adversarial Networks (GANs): Complete Guide

331 ratings at Udemy

Deep Learning and Computer Vision to implement projects using one of the most revolutionary technologies in the world!

• Udemy
• 16 hours 48 minutes
• On-Demand
• Paid Course

High Resolution Generative Adversarial Networks (GANs)

100 ratings at Udemy

Photorealistic image generation with Python and TensorFlow 2.0

• Udemy
• 7 hours 29 minutes
• On-Demand
• Paid Course

Code With Aarohi

Generative Adversarial Networks - GANs

Master GANs from fundamentals to advanced models like StyleGAN and CycleGAN with hands-on implementation tutorials for image generation and computer vision projects.

• YouTube
• 6 hours 34 minutes
• On-Demand
• Free Video

Coding Train

Introduction to RunwayML

1 review

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

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

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

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

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

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

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

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. Gain insights into strengths, limitations, and societal impacts, with live demos and code walkthroughs of innovative projects.

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