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- Studies of styleganhuman
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…
- Installation See more
- Jianglin Fu, Shikai Li, Yuming Jiang, Kwan-Yee Lin, Chen Qian, Chen Change Loy, Wayne Wu, and Ziwei Liu
- [Demo Video] | [Proje… See more
- The first version SHHQ-1.0, with 40K images is released. To download and us…
- （We are currently facing large incoming applications, and we … See more
- •[13/02/2023] 🌟🌟🌟 Now the human parsing and keypoints for SHHQ-1.0 are available!
- •[14/12/2022] 🔥🔥🔥We have released 3DHumanGAN, which is towards photo-…
- •[28/09/2022] 🔥🔥🔥We have released a high-quality 3D human gen… See more
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StyleGAN-Human: A Data-Centric Odyssey of Human Generation
WEBEquipped with this large dataset, we rigorously investigate three essential factors in data engineering for StyleGAN-based human generation, namely data size, data …
StyleGAN-Human: A Data-Centric Odyssey of Human Generation
WEBFeb 28, 2024 · We propose the Stylish-Humans-HQ Dataset (SHHQ), which contains 230 𝐾 clean full-body images with a resolution of 1024 512 at least and up to 2240 1920. The …
StyleGAN-Human: A Data-Centric Odyssey of Human Generation
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!
StyleGAN-Human: A Data-Centric Odyssey of Human Generation
WEBHighlights. We propose a new task of Human-Centric Image Captioning and build a dataset - HC-COCO. Abstract. In this paper, we propose a new topic, Human-Centric …
StyleGAN-Human: A Data-Centric Odyssey of Human Generation
WEBApr 25, 2022 · This work takes a data-centric perspective and investigates multiple critical aspects in "data engineering", which we believe would complement the current practice. …
StyleGAN-Human: A Data-Centric Odyssey of Human …
WEBApr 25, 2022 · Extensive experiments reveal several valuable observations w.r.t. these aspects: 1) Large-scale data, more than 40K images, are needed to train a high-fidelity unconditional human generation model …
WEB3 Stylish-Humans-HQ Dataset. To investigate the key factors in unconditional human generation task from a data-centric perspective, we propose a large-scale, high-quality, …
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, …
StyleGAN-Human: A Data-Centric Odyssey of Human …
WEBApr 25, 2022 · This work takes a data-centric perspective and investigates multiple critical aspects in data engineering for StyleGAN-based human generation, namely data size, data distribution, and data alignment.
StyleGAN-Human Dataset | Papers With Code
WEBStyleGAN-Human. Introduced by Fu et al. in StyleGAN-Human: A Data-Centric Odyssey of Human Generation. A large-scale human image dataset with over 230K samples …
StyleGAN-Human - a Hugging Face Space by hysts
WEBDiscover amazing ML apps made by the community.
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.
StyleGAN-Human: A Data-Centric Odyssey of Human Generation
WEBOct 21, 2022 · With good “data engineering” practices, the StyleGAN-Human model could generate high-resolution photo-realistic human images as presented. Zoom in for the …
Get3DHuman: Lifting StyleGAN-Human into a 3D Generative …
WEBFeb 2, 2023 · In this paper, we present Get3DHuman, a novel 3D human framework that can significantly boost the realism and diversity of the generated outcomes by only using …
WEBage. StyleGAN-Human[Fu et al. 2022] offers editing benchmark on clothed full-body images with prior conditions. It adopts facial editing methods[Shen et al. 2020; Shen and …
stylegan-human (stylegan-human) · GitHub
WEBEquipped with this large dataset, we rigorously investigate three essential factors in data engineering for StyleGAN-based human generation, namely data size, data …
Drag Your GAN: Interactive Point-based Manipulation on the …
WEBThrough DragGAN, anyone can deform an image with precise control over where pixels go, thus manipulating the pose, shape, expression, and layout of diverse categories such as …
StyleGAN-Human/docs/Dataset.md at main - GitHub
WEBSHHQ is a dataset with high-quality full-body human images in a resolution of 1024 × 512. Since we need to follow a rigorous legal review in our institute, we can not release all of …
Open Journal Systems
WEBFu J, Li S, Jiang Y, et al. StyleGAN-human: A data-centric odyssey of human generation. In: Karlinsky L, Michaeli T, Nishino K (editors). Lecture Notes in Computer Science, …
StyleGAN-Human/README.md at main - GitHub
WEBApr 22, 2022 · StyleGAN-Human. / README.md. History. Preview. 240 lines (174 loc) · 15.8 KB. StyleGAN-Human: A Data-Centric Odyssey of Human Generation. Abstract: …
WEBHow to enable a model for understanding textual input is unknown. Third, when employing StyleGAN on real images, the reconstruction error often occurs, which is unac-ceptable …
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