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StyleGAN-Human: A Data-Centric Odyssey of Human Generation
WEBApr 25, 2022 · View a PDF of the paper titled StyleGAN-Human: A Data-Centric Odyssey of Human Generation, by Jianglin Fu and 7 other authors. Unconditional human image …
- Cite as: arXiv:2204.11823 [cs.CV]
See results only from arxiv.org[1812.04948] A Style-Based …
To quantify interpolation quality and disentanglement, we propose two new, …
Get3DHuman: Lifting StyleG…
Zhangyang Xiong, Di Kang, Derong Jin, Weikai Chen, Linchao Bao, Shuguang …
arXiv.org e-Print archive
Learn how to generate high-quality 3D face models from single images using a …
StyleHumanCLIP: Text-guid…
Existing StyleGAN-based methods suffer from handling the rich diversity of …
WEBannotate a large-scale human image dataset with over 230K samples capturing diverse poses and textures. Equipped with this large dataset, we rigorously investigate three …
StyleGAN-Human: A Data-Centric Odyssey of Human Generation …
- System requirements
•The original code bases are stylegan (tensorflow), stylegan2-ada (pytorch), stylegan3 (pytorch), released by NVidia •We tested in Python 3.8.5 and PyTorch 1.9.1 with CUDA 11.1. (See https://pytorch.org for PyTorch install instructions.) - Installation
To work with this project on your own machine, you need to install the environmnet as follows: Extra notes: 1.In case having some conflicts when calling CUDA version, please try to empty the LD_LIBRARY_PATH. For example: 1.We found the following troubleshooting links mi…
- System requirements
[PDF] StyleGAN-Human: A Data-Centric Odyssey of …
WEBApr 25, 2022 · StyleGAN-Human: A Data-Centric Odyssey of Human Generation. This work takes a data-centric perspective and investigates multiple critical aspects in data engineering for StyleGAN-based human …
StyleGAN-Human: A Data-Centric Odyssey of Human Generation
WEBTo facilitate a comprehensive study, we collect and annotate a large-scale human image dataset with over 230K samples capturing diverse poses and textures. Equipped with …
StyleGAN-Human: A Data-Centric Odyssey of Human Generation …
WEBFeb 28, 2024 · Equipped with this large dataset, we rigorously investigate three essential factors in data engineering for StyleGAN-based human generation, namely data size, …
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StyleGAN-Human: A Data-Centric Odyssey of Human Generation
WEBOct 21, 2022 · StyleGAN-Human [11] explores three crucial factors for high-quality human synthesis, namely, dataset size, data distribution, and data alignment. In this paper, we …
StyleGAN-Human: A Data-Centric Odyssey of Human Generation
WEBApr 25, 2022 · Equipped with this large dataset, we rigorously investigate three essential factors in data engineering for StyleGAN-based human generation, namely data size, …
WEBannotate a large-scale human image dataset with over 230K samples capturing diverse poses and textures. Equipped with this large dataset, we rigorously investigate three …
StyleGAN-Human: A Data-Centric Odyssey of Human …
WEBDataset Overview. SHHQ is a dataset with high-quality full-body human images in a resolution of 1024 × 512. For now, SHHQ-1.0 with 40K images is released! More data will be released in the later versions.
[1812.04948] A Style-Based Generator Architecture for …
WEBDec 12, 2018 · To quantify interpolation quality and disentanglement, we propose two new, automated methods that are applicable to any generator architecture. Finally, we …
Get3DHuman: Lifting StyleGAN-Human into a 3D Generative …
WEBFeb 2, 2023 · Zhangyang Xiong, Di Kang, Derong Jin, Weikai Chen, Linchao Bao, Shuguang Cui, Xiaoguang Han. View a PDF of the paper titled Get3DHuman: Lifting …
StyleGAN-Human Dataset - Papers With Code
WEBA large-scale human image dataset with over 230K samples capturing diverse poses and textures.
StyleGAN-Human: A Data-Centric Odyssey of Human Generation
WEBApr 25, 2022 · StyleGAN-Human: A Data-Centric Odyssey of Human Generation. This work takes a data-centric perspective and investigates multiple critical aspects in data …
arXiv.org e-Print archive
WEBLearn how to generate high-quality 3D face models from single images using a novel dataset and pipeline based on StyleGAN.
stylegan-human (stylegan-human) - GitHub
WEBStyleGAN-Human: A Data-Centric Odyssey of Human Generation Abstract: Unconditional human image generation is an important task in vision and graphics, which enables …
The Path to StyleGan2 - Implementing the StyleGAN
WEB5 hours ago · The Path to StyleGan2 - Implementing the StyleGAN. This is the second post on the road to StyleGAN2. In this post we implement the StyleGAN and in the third and …
StyleHumanCLIP: Text-guided Garment Manipulation for …
WEBMay 26, 2023 · Existing StyleGAN-based methods suffer from handling the rich diversity of garments and body shapes and poses. We propose a framework for text-guided full …
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