StyleFaceV: Face Video Generation via Decomposing and Recomposing Pretrained StyleGAN3 ⭐️Paper difficulty:3 ⌛️ Prerequisites: (Highly recommended reading to understand the core contributions of this paper): 1. stylegan3 Motivation: 人脸视频生成的3点主要要求: 1)保真度高,每一帧的视频都应该...
Note that the above command creates a single combined dataset using all images of all three classes (cats, dogs, and wild animals), matching the setup used in the StyleGAN3 paper. Alternatively, you can also create a separate dataset for each class: ...
As previously noted by others[6] scaling up StyleGAN by increasing the number of channels can dramatically improve its generative abilities, the StyleGAN3 paper also shows this improvement for a smaller (256x256) model. Interestingly, there has been little research in simply "scaling up" StyleGAN...
Code This branch is up to date withNVlabs/stylegan3:main. README License Alias-Free Generative Adversarial Networks (StyleGAN3) Official PyTorch implementation of the NeurIPS 2021 paper Alias-Free Generative Adversarial Networks Tero Karras, Miika Aittala, Samuli Laine, Erik Härkönen, Janne Hells...
Note that the above command creates a single combined dataset using all images of all three classes (cats, dogs, and wild animals), matching the setup used in the StyleGAN3 paper. Alternatively, you can also create a separate dataset for each class:python dataset_tool.py --source=~/...
This paper introduces a novel deep learning framework for the discovery of breast cancer stages, which integrates GAN-generated synthetic images with multi-omics data. By employing StyleGAN3 for the generation of realistic histopathological images and Swin Transformer for classification, the model draws ...
本发明公开了一种基于StyleGAN的移动端人脸年龄编辑方法:S1,准备人脸图片训练数据集,并对人脸图片训练数据集中的部分人脸图片标注得到年龄标签;S2,利用所述人脸图片训练数据集训练特征提取模型和生成模型;S3,利用人脸图片训练数据集中的部分数据和特征提取模型训练人脸年龄分类器;S4,根据用户配置和预期等待时间选择分辨率和...
在机器人辅助微创手术中,对腔内动态软组织场景进行3D重建可以提高手术机器人的环境感知能力,改善手术机器人系统的操控性.而当下,由于人体腔内有大量不确定的血雾,伪影,镜面反射等复杂环境因素的影响,精确稳定的对腔内软组织场景进行三维重建仍然面临诸多挑战,为此,本论文研究了基于生成网络的动态软组织三维重建技术,主要...
This branch is3 commits behindNVlabs/stylegan3:main. README License Alias-Free Generative Adversarial Networks (StyleGAN3) Official PyTorch implementation of the NeurIPS 2021 paper Alias-Free Generative Adversarial Networks Tero Karras, Miika Aittala, Samuli Laine, Erik Härkönen, Janne Hellsten, ...
2Branches0Tags Code This branch is2 commits behindNVlabs/stylegan3:main. README License Alias-Free Generative Adversarial Networks (StyleGAN3) Official PyTorch implementation of the NeurIPS 2021 paper Alias-Free Generative Adversarial Networks Tero Karras, Miika Aittala, Samuli Laine, Erik Härkönen...