celeba-dataset

There are 2 repositories under celeba-dataset topic.

AntixK / PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
pytorch pytorch-implementation vae vae-implementation deep-learning reproducible-research paper-implementations pytorch-vae variational-autoencoders architecture beta-vae vqvae gumbel-softmax celeba-dataset iwae wae dfc-vae
Language:Python 6041
IIGROUP / MM-CelebA-HQ-Dataset
[CVPR 2021] A large-scale face image dataset that allows text-to-image generation, text-guided image manipulation, sketch-to-image generation, GANs for face generation and editing, image caption, and VQA
celeba-dataset face-generation text-to-image-synthesis
Language:Python 195
suvojit-0x55aa / celebA-HQ-dataset-download
Get started with CelebA-HQ dataset in under 5 mins !
celeba celeba-dataset celeba-hq celeba-hq-dataset dataset dataset-generation docker docker-image docker-image-available
Language:Python 146
Prinsphield / GeneGAN
GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired Data
image-manipulation generative-adversarial-network attributes-subspace celeba-dataset image-interpolation
Language:Python 144
snknitin / DeepfakeCapsuleGAN
Using Capsule Networks in GANS to generate very realistic fake images that could perhaps be used for deepfakes
capsule-networks gans generative-adversarial-network keras-neural-networks cifar-10 mnist celeba-dataset
Language:Jupyter Notebook 130
zxhuang1698 / interpretability-by-parts
Code repository for "Interpretable and Accurate Fine-grained Recognition via Region Grouping", CVPR 2020 (Oral)
celeba celeba-dataset cub-dataset cvpr-2020 cvpr-oral cvpr2020 explainable-ai face-segmentation fine-grained-classification interpretability part-based-models pytorch pytorch-implementation weakly-supervised-localization weakly-supervised-segmentation
Language:Python 128
houxianxu / DFC-VAE
Variational Autoencoder trained by Feature Perceputal Loss
torch vae generative-model celeba-dataset face-images
Language:Lua 80
podgorskiy / VAE
Example of vanilla VAE for face image generation at resolution 128x128 using pytorch.
vae deep-learning celeba celeba-dataset deep-neural-networks deeplearning autoencoder variational-autoencoder faces pytorch
Language:Python 64
wiktorlazarski / head-segmentation
👦 Human head semantic segmentation
computer-vision deep-learning semantic-segmentation unet pytorch human-head celeba-dataset wandb hydra pytorch-lightning semantic-segmentation-pytorch
Language:Jupyter Notebook 61
Golbstein / keras-face-recognition
Who is your doppelgänger and more with Keras face recognition
celeba celeba-dataset siamese-network triplet-loss keras doppelganger facenet-trained-models face-recognition openface facenet-model facenet
Language:Jupyter Notebook 47
rufinv / VAE-GAN-CelebA
Code and notebooks related to the paper: "Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks" by VanRullen & Reddy, 2019
vae-gan vae gan tensorflow fmri brain-decoding face celeba-dataset
Language:Python 45
joeylitalien / celeba-gan-pytorch
Generative Adversarial Networks in PyTorch
deep-learning generative-model generative-adversarial-network celeba-dataset
Language:Python 37
christopher-beckham / amr
Official adversarial mixup resynthesis repository
unsupervised-learning autoencoders celeba-dataset mnist-dataset kmnist svhn-dataset mixup adversarial-mixup-resynthesis representation-learning acai
Language:Python 33
Erfaniaa / thatcher-effect-dataset-generator
Apply Thatcher illusion on a set of face photos
dataset computer-vision image-processing celeba celeba-dataset thatcher-effect thatcher-illusion thatcher-effect-maker thatcher-illusion-maker
Language:Python 31
EleMisi / ConditionalVAE
Conditional VAE in Tensorflow 2 | Conditional Image Generation | CelebA dataset
vector-interpolation face-attributes attributes-manipulation vae-cnn celeba-dataset tensorflow2 deeplearning-ai
Language:Jupyter Notebook 26
christopher-beckham / binary_gan_demo
pytorch gan generative-adversarial-network celeba celeba-dataset
Language:Jupyter Notebook 25
clementapa / CelebFaces_Attributes_Classification
This repository is related to a project of the Introduction to Numerical Imaging (i.e, Introduction à l'Imagerie Numérique in French), given by the MVA Masters program at ENS-Paris Saclay. It was entirely build from scratch and contains code in PyTorch Lightning to train and then use a neural network for image classification. We used it to create a classifier allowing semantic attributes classification of faces with the dataset CelebA-HQ.
deep-learning multi-label-classification celeba-dataset pytorch-lightning vision-transformer image-classification computer-vision python
Language:Jupyter Notebook 24
Luca96 / face-clustering
Code for the paper "Transfer Learning for Facial Attribute Prediction and Clustering" (iSCI 2019)
computer-vision keras keras-models facial-attributes face-clustering celeba-dataset
Language:Jupyter Notebook 22
axium / CNN-For-End-to-End-Deblurring--Keras
Trained an End-to-End model for deblurring of celebrity faces (CelebA).
celeba-dataset deblurring deep-learning keras
Language:Jupyter Notebook 18
mmalekzadeh / honest-but-curious-nets
Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs (ACM CCS'21)
privacy machine-learning deep-learning deep-neural-networks adversarial-machine-learning machine-learning-security data-privacy information-theory mutual-information entropy pytorch celeba-dataset utkface
Language:Python 16
Data-Science-kosta / Variational-Autoencoder-for-Face-Generation
Keras implementation of Variation Autoencoder for face generation. Analysis of the distribution of the latent space of the VAE. Vector arithemtic in the latent space. Morphing between the faces. The model was trained on CelebA dataset
vae keras variational-autoencoder latent-space celeba-dataset face-generation
Language:Jupyter Notebook 13
Matesxs / GAN-Playground
This repository is about different types of GANs in pytorch, their proper settings and training results
dcgan gan python3 training python pytorch conditional-gan wgan wgan-gp celeba-dataset mnist-dataset deep-learning generative-adversarial-network pix2pix progan cycle-gan condgan
Language:Python 11
MrDavidYu / TF_Convolutional_Autoencoder
Convolutional autoencoder for encoding/decoding RGB images in TensorFlow with high compression ratio
autoencoder celeba celeba-dataset convolutional convolutional-autoencoder face-recognition leaky-relu rgb-image tensorflow tensorflow-gpu
Language:Python 11
alex0dd / FaceGen-GAN
Conditional face generation experiments using GAN models on CelebA dataset.
celeba celeba-dataset keras keras-tensorflow tensorflow2 tensorflow gan generative-adversarial-network dcgan dcgan-tensorflow dcgan-keras
Language:Python 9
Data-Science-kosta / WGAN-GP-for-Face-Generation
Keras implementation of WGAN GP for face generation. The model is trained on CelebA dataset.
gan gans wasserstein-gan gradient-penalty keras celeba-dataset face-generation
Language:Jupyter Notebook 9
Compressed-DNNs-Forget
lattice-ai / Compressed-DNNs-Forget
Minimal Reproducibility Study of (https://arxiv.org/abs/1911.05248). Experiments with Compression of Deep Neural Networks
deep-neural-networks deep-learning neural-network pruning neural-network-pruning model-optimization sparsity sparsity-optimization tensorflow deeplearning celeba celeba-dataset tensorflow-lite tflite tracker-misc
Language:Python 9
moshesipper / vae-torch-celeba
A Variational Autoencoder in PyTorch for the CelebA Dataset
autoencoder celeba celeba-dataset torch torchvision vae vae-pytorch variational-autoencoder
Language:Python 9
espectre / Facial_Attributes_MTL_Basiline
Facial Attributes,Multi-task Learning
facial-attributes pytorch multi-task-learning celeba-dataset
Language:Python 7
hichoe95 / PyTorch_WGAN_GP
Wasserstein GAN with gradient penalty tutoria, PyTorch ver.
wgangp deep-learning pytorch gan celebahq celeba-hq celeba-dataset ffhq wgan wgan-gp
Language:Python 7
KooroshRH / Image-Colorizer
A model with CycleGAN architecture for translating black & white images into colorized images
celeba celeba-dataset colab-notebook cyclegan gan generative-adversarial-network google-colab pix2pix python tensorflow
Language:Jupyter Notebook 7
AKASHKADEL / dcgan-celeba
PyTorch Implementation of DCGAN (on CelebA dataset)
deep-learning dcgan celeba-dataset pytorch visualization
Language:Python 6
DrMMZ / ProtoNet
ProtoNet for Few-Shot Learning in TensorFlow2 and Applications
protonet face-recognition few-shot-learning celeba-dataset classification tensorflow
Language:Python 6
HaiyuWu / CelebAMSO
Consistency and Accuracy analysis on CelebA
celeba-dataset dataset-cleaning image-classification label-quality
Language:Python 6
MonicaVillanueva / Image2Image_Translation
Tensorflow implementation of StarGAN. Feature translation between images using Generative Adversarial Networks (GANs). It allows to modify a physical characteristic such as the hair color.
python tensorflow celeba-dataset gans image-to-image-translation stargan stargan-tensorflow kth
Language:Python 6
rjnp2 / facial_landmark_detection_using-cnn
celeba-dataset cnn keras facial-keypoints-cnn pre-processing rescale-points mean-square-error tkinter
Language:Python 6

celeba-dataset

AntixK / PyTorch-VAE

IIGROUP / MM-CelebA-HQ-Dataset

yzwxx / vae-celebA

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

Prinsphield / GeneGAN

snknitin / DeepfakeCapsuleGAN

zxhuang1698 / interpretability-by-parts

houxianxu / DFC-VAE

podgorskiy / VAE

wiktorlazarski / head-segmentation

Golbstein / keras-face-recognition

rufinv / VAE-GAN-CelebA

joeylitalien / celeba-gan-pytorch

christopher-beckham / amr

Erfaniaa / thatcher-effect-dataset-generator

EleMisi / ConditionalVAE

christopher-beckham / binary_gan_demo

clementapa / CelebFaces_Attributes_Classification

Luca96 / face-clustering

axium / CNN-For-End-to-End-Deblurring--Keras

mmalekzadeh / honest-but-curious-nets

Data-Science-kosta / Variational-Autoencoder-for-Face-Generation

Matesxs / GAN-Playground

MrDavidYu / TF_Convolutional_Autoencoder

alex0dd / FaceGen-GAN

Data-Science-kosta / WGAN-GP-for-Face-Generation

lattice-ai / Compressed-DNNs-Forget

moshesipper / vae-torch-celeba

espectre / Facial_Attributes_MTL_Basiline

hichoe95 / PyTorch_WGAN_GP

KooroshRH / Image-Colorizer

AKASHKADEL / dcgan-celeba

DrMMZ / ProtoNet

HaiyuWu / CelebAMSO

MonicaVillanueva / Image2Image_Translation

rjnp2 / facial_landmark_detection_using-cnn