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#Art & Design #Adobe #ChatGPT #GitHub

#StyleGAN2

Showing: 9 courses
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
Nerdy Rodent

Image Datasets - StyleGAN - StyleGAN2 - StyleGAN2-ada Focus

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Explore ethical image collection, generation, and dataset creation for AI models. Learn about sources, tools, and techniques for building diverse and high-quality image datasets.
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10 Lesons
21 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
Jeff Heaton

Training StyleGAN2 ADA PyTorch Images with Low GPU Memory - NVIDIA GEFORCE RTX 3060 Ti

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Learn to train StyleGAN2 ADA PyTorch on NVIDIA GEFORCE RTX 3060 Ti with limited GPU memory. Optimize settings, increase swap space, and adjust evaluation metrics for efficient 256x256 GAN training.
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8 Lesons
23 minutes
On-Demand
Free-Video
Jeff Heaton

Training a GAN from Your Own Images - StyleGAN2 ADA

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Learn to create custom GANs using your own images, from setup to training. Covers image collection, Docker setup, TFRecord conversion, and understanding GAN outputs for various projects like FishGAN and MinecraftGAN.
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14 Lesons
20 minutes
On-Demand
Free-Video
Jeff Heaton

Training a GAN on Your Own Images - StyleGAN2 ADA PyTorch

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Learn to install and use NVIDIA StyleGAN2 ADA for PyTorch on Windows 10, including setup, training, and image generation with new Ampere GPUs. Step-by-step guide for both beginners and advanced users.
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8 Lesons
33 minutes
On-Demand
Free-Video
Jeff Heaton

Exploring Style GAN2 Latent Vector - Controlling Facial Properties

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Dive into StyleGAN2's latent vectors to control facial features in generated images, including a technique for adding glasses to faces.
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5 Lesons
21 minutes
On-Demand
Free-Video
Jeff Heaton

Face Generation with NVIDIA StyleGAN2 and Python 3

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Generate realistic faces using nVidia StyleGAN2 and Python. Learn to utilize pretrained weights, TensorFlow wrapper, and Google CoLab GPU for efficient face generation without extensive training.
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21 Lesons
20 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