stylegan human model - Search
  1. StyleGAN-Human: A Data-Centric Odyssey of Human Generation

    • Integrated into Huggingface Spaces 🤗 using Gradio. Try out the Web Demo for generation: and interpolation
      We prepare a Colab demo to allow you to synthe… See more

    Updates

    •[13/02/2023] 🌟🌟🌟 Now the human parsing and keypoints for SHHQ-1.0 are available!
    •[14/12/2022] … See more

    Github
    Data Download

    The first version SHHQ-1.0, with 40K images is released. To download and use the dataset set, please read the instructions in Dataset.md
    (We are c… See more

    Github
    Usage

    System requirements
    •The original code bases are stylegan (tensorflow), stylegan2-ada (pytorch), stylegan3 (pytorch), released by NVidia •We tested in P… See more

    Github
    TODO List

    •Release 1024x512 version of StyleGAN-Human based on StyleGAN3
    •Release 512x256 version of StyleGAN-Human based on StyleGAN1
    •Extension … See more

    Github
    Related Works

    •(ICCV 2023) UnitedHuman: Harnessing Multi-Source Data for High-Resolution Human Generation, Jianglin Fu et al. [Paper], [Code], [Project Page]
    •(SIGGRA… See more

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    Citation

    If you find this work useful for your research, please consider citing our paper: See more

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  2. StyleGAN-Human: A Data-Centric Odyssey of Human Generation

     
  3. People also ask
    Is StyleGAN a data-centric Odyssey of human generation?Fig. 1. A data-centric odyssey of human generation. With good “data engineering” practices, the StyleGAN-Human model could generate high-resolution photo-realistic human images as presented. Zoom in for the best view. Among the GAN family, StyleGAN2 [ 37] stands out in generating faces and simple objects with unprecedented image quality.
    Can a StyleGAN-human model generate high-resolution photo-realistic human images?With good “data en-gineering” practices, the StyleGAN-Human model could generate high-resolution photo-realistic human images as presented. Zoom in for the best view. Abstract. Unconditional human image generation is an important task in vision and graphics, enabling various applications in the creative in-dustry.
    What is a StyleGAN?The StyleGAN is an extension of the progressive growing GAN that is an approach for training generator models capable of synthesizing very large high-quality images via the incremental expansion of both discriminator and generator models from small to large images during the training process.
    Can StyleGAN be used as a model Zoo?StyleGAN has presented remarkable editing capabilities over faces. We extend it to the full-scale human by using of-the-shelf inversion and editing methods, in which we validate the potential of our proposed model zoo. We also re-implement the concurrent human generation method, InsetGAN , to further demon-strate another practical usage.
  4. WEBApr 25, 2022 · [PDF] StyleGAN-Human: A Data-Centric Odyssey of Human Generation | Semantic Scholar. DOI: 10.48550/arXiv.2204.11823. Corpus ID: 248377018. StyleGAN-Human: A Data-Centric Odyssey of …

  5. StyleGAN-Human Dataset | Papers With Code

  6. StyleGAN-Human: A Data-Centric Odyssey of Human Generation

  7. StyleHumanCLIP: Text-guided Garment Manipulation for …

  8. StyleGAN-Human - a Hugging Face Space by hysts

  9. ICCV 2023 Open Access Repository

  10. StyleGAN-Human: A Data-Centric Odyssey of Human Generation

  11. A Gentle Introduction to StyleGAN the Style Generative …

  12. How to Train StyleGAN to Generate Realistic Faces

  13. Human Image Generation: A Comprehensive Survey

  14. NVlabs/stylegan: StyleGAN - Official TensorFlow Implementation

  15. public-data/StyleGAN-Human · Hugging Face

  16. StyleGAN-Human: A Data-Centric Odyssey of Human Generation

  17. models/stylegan_human_v2_512.pkl · public-data/StyleGAN …

  18. arXiv.org e-Print archive

  19. GANtlitz: Ultra High Resolution Generative Model for Multi‐Modal …

  20. Open-Vocabulary Text-Driven Human Image Generation

  21. StyleGAN-Human/README.md at main - GitHub

  22. StyleGAN-Human: A Data-Centric Odyssey of Human Generation

  23. Testing theory of mind in large language models and humans

  24. What Is Artificial Intelligence? From Generative AI to Hardware

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