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#StyleGANs

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Coding Train

Introduction to RunwayML

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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.
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7 Lesons
2 hours 45 minutes
On-Demand
Free-Video
Aladdin Persson

StyleGAN Paper Explained

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Comprehensive explanation of StyleGAN paper, covering architecture, image quality techniques, style properties, mixing, disentanglement, and training details for advanced AI image generation.
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9 Lesons
41 minutes
On-Demand
Free-Video
Runway

How Generative Models Work - Understanding Neural Networks and Auto Encoders

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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.
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7 Lesons
15 minutes
On-Demand
Free-Video
Prodramp

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

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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.
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13 Lesons
25 minutes
On-Demand
Free-Video
Prodramp

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

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Learn to save, export, and deploy JoJoGAN face stylization models. Covers checkpoint saving, model exporting, inference setup, and style application in Colab environment.
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14 Lesons
18 minutes
On-Demand
Free-Video
Prodramp

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

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Explore StyleGAN and JoJoGAN for face style transfer. Learn theory, code walkthrough, and implementation details for efficient one-shot face stylization using Google Colab.
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10 Lesons
18 minutes
On-Demand
Free-Video
Jeff Heaton

Train StyleGAN with Your Own Images

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Learn to train StyleGAN with your own images using Colab, covering image preparation, training setup, and resuming training for both StyleGAN2 and StyleGAN3 models.
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6 Lesons
21 minutes
On-Demand
Free-Video
Code With Aarohi

StyleGAN Explained

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Comprehensive exploration of StyleGAN architecture, detailing its innovations over traditional GANs. Covers mapping networks, style control, and noise injection for high-quality image generation.
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14 Lesons
29 minutes
On-Demand
Free-Video
Wolfram

XAI: A Model to Explain StyleGANs

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Explore an innovative explanation model for StyleGANs using active shape and appearance models in this computational essay.
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1 Lesons
30 minutes
On-Demand
Free-Video
MLOps.community

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

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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.
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20 Lesons
1 hour 13 minutes
On-Demand
Free-Video