stylegan generator - Search
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  1. Github
    https://github.com/NVlabs/stylegan

    NVlabs/stylegan: StyleGAN - Official TensorFlow Implementation

    • A minimal example of using a pre-trained StyleGAN generator is given in pretrained_example.py. When executed, the script downloads a pre-trained StyleGAN generator from Google Drive and use… See more

    Overview

    StyleGAN — Official TensorFlow Implementation
    Picture: These people are not real – they were produced by our generator that allows control ove… See more

    Github
    Licenses

    All material, excluding the Flickr-Faces-HQ dataset, is made available under Creative Commons BY … See more

    Github
    System requirements

    •Both Linux and Windows are supported, but we strongly recommend Linux for performance and compatibility reasons.
    •64-bit Python 3.6 installation. We recommen… See more

    Github
    Preparing datasets for training

    The training and evaluation scripts operate on datasets stored as multi-resolution TFRecords. Each dataset is represented by a directory containing the same image data in several r… See more

    Github
    Training networks

    Once the datasets are set up, you can train your own StyleGAN networks as follows:
    1.Edit train.py to specify the dataset and training configuration by uncommenting or editing spe… See more

    Github
    Evaluating quality and disentanglement

    The quality and disentanglement metrics used in our paper can be evaluated using run_metrics.py. By default, the script will evaluate the Fréchet Inception Distance (fid50k) for … See more

    Github
    Feedback
    Content
    Overview
    Licenses
    System requirements
    Preparing datasets for training
    Training networks
    Evaluating quality and disentanglement
     

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  2. GitHub
    https://github.com/NVlabs/stylegan

    stylegan

    StyleGAN - Official TensorFlow Implementation

    449 Watched
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    3.2k Forks
    Primary language: Python
    License: Other
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  3. Github
    https://github.com/NVlabs/stylegan3

    NVlabs/stylegan3: Official PyTorch implementation of StyleGAN3

     
  4. Github
    https://github.com/NVlabs/stylegan2

    NVlabs/stylegan2: StyleGAN2 - Official TensorFlow …

    WEBAbstract: The style-based GAN architecture (StyleGAN) yields state-of-the-art results in data-driven unconditional generative image modeling. We expose and analyze several of its characteristic artifacts, and propose …

  5. Machine Learning Mastery
    https://machinelearningmastery.com/introduction-to...

    A Gentle Introduction to StyleGAN the Style Generative …

  6. nvlabs.github.io
    https://nvlabs.github.io/stylegan3

    Alias-Free Generative Adversarial Networks (StyleGAN3) - GitHub

  8. Medium
    https://medium.com/@arijzouaoui/stylega…

    StyleGAN: Explained. NVIDIA’s Style-Based …

    WEBApr 26, 2022 · StyleGAN is a state-of-the-art architecture that not only resolved a lot of image generation problems caused by the entanglement of the latent space but also came with a new approach to ...

  9. arXiv.org
    https://arxiv.org/abs/1812.04948

    [1812.04948] A Style-Based Generator Architecture for …

  10. medium.com
    https://sh-tsang.medium.com/brief-review-stylegan...

    Brief Review — StyleGAN: A Style-Based Generator ... - Medium

  11. arXiv.org
    https://arxiv.org/abs/2112.14683

    [2112.14683] StyleGAN-V: A Continuous Video Generator with …

  12. Wikipedia
    https://en.wikipedia.org/wiki/StyleGAN

    StyleGAN - Wikipedia

    WEBStyleGAN is a generative adversarial network (GAN) introduced by Nvidia researchers in December 2018, [1] and made source available in February 2019. [2] [3] StyleGAN depends on Nvidia's CUDA software, GPUs, and …

  13. Towards AI
    https://towardsai.net/p/l/stylegan-in-depth-explaination

    StyleGAN: In depth explaination - Towards AI

  14. labml.ai
    https://nn.labml.ai/gan/stylegan/index.html

    StyleGAN 2

  15. Towards Data Science
    https://towardsdatascience.com/explained-a-style...

    Explained: A Style-Based Generator Architecture for GANs

  16. IEEE Xplore
    https://ieeexplore.ieee.org/document/9878738

    StyleGAN-V: A Continuous Video Generator with the Price, …

  17. Github
    https://github.com/universome/stylegan-v

    StyleGAN-V: A Continuous Video Generator with the Price, …

  18. Paperspace Blog
    https://blog.paperspace.com/understanding-stylegan2

    Understanding StyleGAN2 - Paperspace Blog

  19. Towards Data Science
    https://towardsdatascience.com/generating-your-own...

    Generating your own Images with NVIDIA StyleGAN2-ADA for …

  20. Keras
    https://keras.io/examples/generative/stylegan

    Keras documentation: Face image generation with StyleGAN

  21. Towards Data Science
    https://towardsdatascience.com/how-to-train...

    How to Train StyleGAN to Generate Realistic Faces

  22. Medium
    https://medium.com/analytics-vidhya/what-is...

    What is StyleGAN? An overview of the key concepts of StyleGAN

  23. Google Colab
    https://colab.research.google.com/.../stylegan.ipynb

    Face image generation with StyleGAN

  24. stylegan-nada.github.io
    https://stylegan-nada.github.io

    StyleGAN-NADA: CLIP-Guided Domain Adaptation of Image …

  25. CVF Open Access
    https://openaccess.thecvf.com/content_CVPR_2019/...
    [PDF]

    A Style-Based Generator Architecture for Generative …