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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 Chan…
- [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
WEBThis web page presents a study on data engineering for unconditional human image generation with StyleGAN. It introduces a large-scale human dataset, investigates data …
StyleGAN-Human: A Data-Centric Odyssey of Human Generation
WEBFeb 28, 2024 · This paper investigates data engineering aspects for unconditional human generation with StyleGAN, such as data size, distribution, and alignment. It collects and …
StyleGAN-Human: A Data-Centric Odyssey of Human Generation
WEBStyleGAN-Human: A Data-Centric Odyssey of Human Generation. Dataset Overview. SHHQ is a dataset with high-quality full-body human images in a resolution of 1024 × …
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 Generation
WEBOct 23, 2022 · Extensive experiments reveal several valuable observations w.r.t. these aspects: 1) Large-scale data, more than 40 K images, are needed to train a high-fidelity …
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/ at main - GitHub
WEBStyleGAN-Human: A Data-Centric Odyssey of Human Generation. Abstract: Unconditional human image generation is an important task in vision and graphics, …
StyleGAN-Human: A Data-Centric Odyssey of Human …
WEBStyleGAN-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 generation, …
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 Dataset | Papers With Code
WEBStyleGAN-Human is a large-scale human image dataset with over 230K samples capturing diverse poses and textures. It is introduced by Fu et al. in a paper that explores the data …
StyleGAN-Human - a Hugging Face Space by hysts
WEBDiscover amazing ML apps made by the community.
StyleGAN-Human: More Accurate Generation Of Full-Body Humans
WEBApr 22, 2022 · StyleGAN is widely used for image generation, and yet-to-be-released paper goes into how it can be best used for generation and modification of full-body human …
StyleGAN-Human: A Data-Centric Odyssey of Human Generation
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 …
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 …
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 …
StyleHumanCLIP: Text-guided Garment Manipulation for …
WEBMar 20, 2024 · StyleGAN-Human is a StyleGAN model [2, 3] unsupervisedly trained using a large number of full-body human images. The users can instantly obtain …
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 …
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 …
models/stylegan_human_v2_512.pkl · public-data/StyleGAN …
WEBRaw pointer file. We’re on a journey to advance and democratize artificial intelligence through open source and open science.
StyleHumanCLIP: Text-guided Garment Manipulation for …
WEBMay 26, 2023 · StyleHumanCLIP: Text-guided Garment Manipulation for StyleGAN-Human. This paper tackles text-guided control of StyleGAN for editing garments in full …
Breaking MAD: Generative AI could break the internet
WEB2 days ago · Rice researchers have found that training successive generations of generative artificial intelligence models on synthetic data gives rise to self-consuming feedback loops.
Breaking MAD: Generative AI could break the internet - MSN
WEBMad cow disease is a fatal neurodegenerative illness that affects cows and has a human equivalent caused by consuming infected meat. A major outbreak in the 1980-90s …
The AI Playground | NVIDIA Research
WEBDiscover 3D Magic in the Instant NeRF Artist Showcase. NVIDIA Instant NeRF is an inverse rendering tool that turns a set of static 2D images into a 3D rendered scene in a matter …
WEBStyleGAN-Human [1] is a StyleGAN model [2,3] unsupervisedly trained using a large number of full-body human images. The users can instantly obtain realistic and …
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