celeba-hq 开源项目推荐（16 个）

podgorskiy /ALAE

[CVPR2020]对抗性潜在自编码器

Zheng222 /DMFN

Image Fine-grained Inpainting (Winner Award of ECCVW AIM 2020 Extreme Inpainting Track1&Track2)

suvojit-0x55aa /celebA-HQ-dataset-download

Get started with CelebA-HQ dataset in under 5 mins !

willylulu /celeba-hq-modified

修改后的h5tool.py使用户更容易获取名人总部

mazzzystar /make-CelebA-HQ

Supposed you've downloaded CelebA & CelebA-HQ dataset, and want to get HQ images from them.

eleGAN23 /QGAN

Official PyTorch repository for Quaternion Generative Adversarial Networks.

hichoe95 /PyTorch_WGAN_GP

Wasserstein GAN with gradient penalty tutoria, PyTorch ver.

YeongHyeon /Context-Encoder

TensorFlow implementation of "Context Encoders: Feature Learning by Inpainting" with CelebAMask-HQ Dataset.

KimRass /PGGAN

PyTorch implementation of 'PGGAN' (Karras et al., 2018) from scratch and training it on CelebA-HQ at 512 × 512

Shiva18A /Variational-Autoencoder-Family

PyTorch implementation of various Variational Autoencoder models

inventwithdean /Pix2PixHD

A PyTorch implementation of Pix2PixHD to generate 1024x1024 HD images of Celebrities using sketches.

stef4k /NFTM

Neural Field Turing Machines for iterative image inpainting and denoising. BDMA research project extending the NFTM pipeline (Malhotra & Seghouani, 2025) to CelebA-HQ and real camera noise (SIDD), with comparisons against U-Net, TV-L1 and DDPM baselines.

nikolabakic /jnd-lic-portraits

Implementacija ključnih komponenti JND-LIC metode (Pan et al., 2025) zasnovana na CompressAI baseline-u, sa evaluacijom na portretima iz CelebA-HQ

soarxyn /micro-vqgan

Small VQGAN on CelebA-HQ 256x for LDM

oalvarobraz /PersonaGen

A PyTorch implementation of conditional GANs (DCGAN + CLIP) to generate human faces from text prompts.

ahmishra /CelebA-ProGAN

Progressive GAN on celebrity faces