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Projects in Awesome Lists tagged with gan
A curated list of projects in awesome lists tagged with gan .
https://github.com/aleju/gan-error-avoidance
Learning to Avoid Errors in GANs by Input Space Manipulation (Code for paper)
artifacts celeba deep-learning gan generative-adversarial-network pytorch weight-normalization
Last synced: 13 Oct 2024
https://github.com/changwoolee/wgan-gp-tensorflow
Tensorflow Implementation of Paper "Improved Training of Wasserstein GANs"
deep-learning deep-neural-networks gan generative-adversarial-network python tensorflow wgan wgan-gp
Last synced: 09 Nov 2024
https://github.com/bchao1/fun-with-mnist
Playing with MNIST. Machine Learning. Generative Models.
acgan autoencoders began conditonal-gan ebgan gan generative-adversarial-network infogan lsgan mnist pca tsne vae wgan wgan-gp
Last synced: 14 Oct 2024
https://github.com/matlab-deep-learning/pix2pix
Image to Image Translation Using Generative Adversarial Networks
computer-vision deep-learning gan gans generative-adversarial-network image-generation matlab matlab-deep-learning neural-network pix2pix
Last synced: 10 Jan 2025
https://github.com/ttop32/arcaneanimegan
AnimeGAN2 trained on Arcane
alignment anime animegan animegan2 animeganv2 arcanegan blending blur face-alignment fastai fine-tuning gan generative-adversarial-network image2image pytorch style-transfer stylegan stylegan3 torch weight
Last synced: 11 Nov 2024
https://github.com/anantzoid/began-pytorch
Implementation of BEGAN in Pytorch and other interpolation experiments
Last synced: 01 Dec 2024
https://github.com/brannondorsey/the-wandering-dreamer
The Wandering Dreamer: An Synthetic Feedback Loop
attngan biggan feedback-loop gan im2txt mobilenet runway
Last synced: 13 Nov 2024
https://github.com/nikhilroxtomar/dcgan-on-anime-faces
The respository contains the code for the Deep Convolutional Generative Adversarial Network (DCGAN) trained on the anime faces dataset.
Last synced: 16 Nov 2024
https://github.com/rubenszimbres/gan-project-2018
GAN in Tensorflow to be run via Linux command line
dcgan dcgan-mnist-tutorial dcgan-tensorflow gan generative-adversarial-network generative-adversarial-networks linux-kernel tensorflow tensorflow-models
Last synced: 10 Oct 2024
https://github.com/andimarafioti/gacela
Generative adversarial context encoder for audio inpainting
audio audio-inpainting gan inpainting music music-generation
Last synced: 19 Nov 2024
https://github.com/cla7aye15i4nd/waifu4x
2019 PPCA course project - Anime Super-Resolution
Last synced: 18 Nov 2024
https://github.com/hvy/chainer-wasserstein-gan
Chainer implementation of the Wesserstein GAN
chainer gan wasserstein-gan wgan
Last synced: 27 Oct 2024
https://github.com/francomano/psa-gan
PSA-GAN implementation in pytorch
gan psa-gan pytorch sa-gan self-attention time-series
Last synced: 08 Nov 2024
https://github.com/mikubill/gan-convlstm
GAN based ConvLSTM in precipitation prediction (Trial Version)
Last synced: 18 Nov 2024
https://github.com/keon/text-wgan
Improved Training of Wasserstein GANs for Text Generation
deep-learning gan machine-learning text-generation
Last synced: 06 Nov 2024
https://github.com/csinva/matching-with-gans
Matching in GAN latent space for better bias benchmarking and semantic image editing. 👶🏻🧒🏾👩🏼🦰👱🏽♂️👴🏾
ai bias causal-inference computer-vision deep-learning disentanglement facial-recognition fairness gan ml neural-network python3 pytorch stylegan2
Last synced: 23 Oct 2024
https://github.com/mingtaoguo/cyclegan
A simple code of CycleGAN which is easy to read is implemented by TensorFlow
cyclegan deep-learning gan image2image paper-implementations tensorflow
Last synced: 20 Nov 2024
https://github.com/jiauzhang/gigagan
Implementation of GigaGAN: Scaling up GANs for Text-to-Image Synthesis
gan stylegan stylegan2 text-to-image
Last synced: 06 Nov 2024
https://github.com/dlr-mi/atme
Official pytorch implementation of ATME
deep-learning diffusion-models gan image-translation pix2pix
Last synced: 26 Nov 2024
https://github.com/grohith327/simplegan
Tensorflow-based framework to ease training of generative models
computer-vision deep-learning gan generative-adversarial-network generative-model neural-networks python-library python3 tensorflow
Last synced: 22 Dec 2024
https://github.com/anibali/infogan
An unofficial Torch implementation of InfoGAN
Last synced: 11 Oct 2024
https://github.com/lucasbotang/modulargan
Unofficial PyTorch Implementation of ModularGan
gan generative-adversarial-network generative-model image-to-image image-translation modulargan python pytorch
Last synced: 25 Nov 2024
https://github.com/mingtaoguo/semantic-image-inpainting-face-inpainting-tensorflow
Simplely implement the paper 'Semantic Image Inpainting with Deep Generative Models' by TensorFlow
dcgan face-inpainting gan generative-models semantic-image-inpainting tensorflow
Last synced: 20 Nov 2024
https://github.com/songquanpeng/l2m-gan
Unofficial PyTorch implementation of "L2M-GAN: Learning To Manipulate Latent Space Semantics for Facial Attribute Editing".
Last synced: 16 Oct 2024
https://github.com/pfnet-research/chainer-lsgan
Least Squares Generative Adversarial Network implemented in Chainer
chainer chainer-lsgan gan lsgan
Last synced: 15 Nov 2024
https://github.com/pfnet-research/chainer-LSGAN
Least Squares Generative Adversarial Network implemented in Chainer
chainer chainer-lsgan gan lsgan
Last synced: 03 Nov 2024
https://github.com/innovatorved/gray_scale_to_color_image
Transforming Black & White Image in to colored image. Upload a black and white image to see it colorized by our deep learning model.
ai deep-learning gan gradio image image-processing innovatorved keras keras-tensorflow neural-network
Last synced: 31 Oct 2024
https://github.com/rekalantar/patchbased_3dcyclegan_ct_synthesis
Patch-based 3D Cycle-GAN for volumetric medical image synthesis
cyclegan-tensorflow deeplearning gan generative-adversarial-network generative-model medical-imaging synthesis tensorflow-tutorials
Last synced: 10 Oct 2024
https://github.com/cursedprograms/gloriosaai
GloriosaAI is a versatile Python codebase that includes a Generative Adversarial Network (GAN) for the training and generation of AI art.
ai art artificial-neural-networks gan generative-adversarial-network matplotlib numpy pillow python tensorflow
Last synced: 12 Dec 2024
https://github.com/amitness/major-project
Using power of deep learning to enhance resolution of videos
cnn deep-learning django gan tensorflow
Last synced: 06 Nov 2024
https://github.com/aalind0/GAN-auto-write
Generative Adversarial Network that learns to generate handwritten digits. (Learning Purposes)
deep-learning gan generative-adversarial-network tensorflow
Last synced: 29 Nov 2024
https://github.com/podgorskiy/stylegan
Unofficial Pytorch implementation of Style GAN paper
adversarial-networks computer-vision deep-learning gan generative-adversarial-network machine-learning pytorch style-gan
Last synced: 12 Nov 2024
https://github.com/bjarten/deep-learning-nd
Projects and exercises for the Deep Learning Nanodegree
autoencoder bikesharing classification cnn dcgan deep deep-learning deeplearning dog face gan generation learning lstm nanodegree pytorch rnn style-transfer transfer-learning udacity
Last synced: 29 Oct 2024
https://github.com/justinpinkney/stylegan-matlab-playground
A MATLAB implmentation of the StyleGAN generator
deep-learning gan matlab stylegan
Last synced: 29 Oct 2024
https://github.com/jiauzhang/coralstyleclip
Implementation of CoralStyleCLIP: Co-optimized Region and Layer Selection for Image Editing
gan image-editing pytorch stylegan2
Last synced: 25 Dec 2024
https://github.com/karenina-na/deep-learning-framework
深度学习脚手架
cnn cv deep-learning deep-neural-networks drl gan gnn machine-learning nlp python pytorch transformer
Last synced: 20 Nov 2024
https://github.com/schwettmann/visual-vocab
Pytorch-based tools for constructing a vocabulary of visual concepts in a GAN.
deep-learning gan human-computer-interaction interpretable-ml pytorch
Last synced: 15 Nov 2024
https://github.com/neuralchen/sngan_projection
An unofficial PyTorch implementation of SNGAN (ICLR 2018) and cGANs with projection discriminator (ICLR 2018)
cgan cifar10 conditional-gan deep-learning gan generative-adversarial-network
Last synced: 13 Nov 2024
https://github.com/thomas-yanxin/mural-gan
壁画，墙壁上的艺术。作为建筑物的附属部分，壁画的装饰和美化功能使它成为环境艺术的一个重要方面。本项目基于PaddleHub的图像迁移模型msgnet进行行迁移学习，实现任意图片转换成壁画风格。
Last synced: 21 Jan 2025
https://github.com/mingtaoguo/cartoongan-tensorflow
Simple code implement the paper of CartoonGAN(CVPR2018)
cartoon-style-transfer cartoongan gan generative-adversarial-network style-transfer tensorflow
Last synced: 20 Nov 2024
https://github.com/colasgael/automatic-video-colorization
Automatic Video Colorization using Deep Neural Networks
automatic-colorization convolutional-neural-networks deep-learning gan tensorflow
Last synced: 08 Nov 2024
https://github.com/chanchichoi/generative-adversarial-networks
vanllia gan; conditional gan; dcgan; ebgan; lsgan; aae; Improved_gan
gan generative-adversarial-networks
Last synced: 12 Nov 2024
https://github.com/vanderschaarlab/survivalgan
SurvivalGAN: Generating Time-to-Event Data for Survival Analysis
gan pytorch survival-analysis synthcity synthetic-data
Last synced: 11 Nov 2024
https://github.com/scrn-vrc/pix2pix-in-a-fragment-shader
A simplified pix2pix implementation in Cg/HLSL
computer-graphics deep-learning gan generative-adversarial-network hlsl image-to-image-translation pix2pix shader unity3d vrchat
Last synced: 11 Nov 2024
https://github.com/abhishekyana/cyclegans-pytorch
CycleGANs-PyTorch applied on Young to Old image converter.
cuda cyclegan faceapp gan python pytorch resnet tutorial-code young2old
Last synced: 18 Nov 2024
https://github.com/rickiepark/dl-illustrated
<딥러닝 일러스트레이티드>(시그마프레스, 2021)의 코드 저장소
cnn deep-learning dnn gan keras reinforcement-learning rnn tensorflow
Last synced: 21 Dec 2024
https://github.com/liruilong940607/glcic.pytorch
This is a implement of the Siggraph2017 paper: "Globally and Locally Consistent Image Completion"
gan image-completion inpainting pytorch siggraph
Last synced: 14 Oct 2024
https://github.com/krshrimali/dcgan-celeba-pytorch-cpp
DCGAN Implementation using PyTorch in both C++ and Python
celeba computer-vision cpp dcgan deep-learning gan libtorch pytorch
Last synced: 09 Nov 2024
https://github.com/taki0112/gan-tensorflow
An implementation of GAN using TensorFlow
Last synced: 23 Nov 2024
https://github.com/linhaowei1/clog
✌ CLoG: Benchmarking Continual Learning of Image Generation Models
continual-learning diffusion-models gan generative-model huggingface machine-learning stable-diffusion
Last synced: 03 Dec 2024
https://github.com/valentingol/ganjax
Implementation of different GAN in JAX/Haiku.
Last synced: 11 Oct 2024
https://github.com/fitushar/study-of-low-dose-to-high-dose-ct-using-supervised-learning-with-gan-and-virtual-imaging-trials
Computed tomography (CT) is one of the most widely used radiography exams worldwide for different diagnostic applications. However, CT scans involve ioniz- ing radiational exposure, which raises health concerns. Counter-intuitively, low- ering the adequate CT dose level introduces noise and reduces the image quality, which may impact clinical diagnosis. This study analyzed the feasibility of using a conditional generative adversarial network (cGAN) called pix2pix to learn the mapping from low dose to high dose CT images under different conditions. This study included 270 three-dimensional (3D) CT scan images (85,050 slices) from 90 unique patients imaged virtually using virtual imaging trials platform for model development and testing. Performance was reported as peak signal-to-noise ra- tio (PSNR) and structural similarity index measure (SSIM). Experimental results demonstrated that mapping a single low-dose CT to high-dose CT and weighted two low-dose CTs to high-dose CT have comparable performances using pix2pix CGAN and applicability of using VITs
ct deep-learning denoising gan generative-adversarial-network pix2pix pix2pix-tensorflow
Last synced: 01 Jan 2025
https://github.com/harlanhong/face-depth-network
The component of DaGAN (CVPR 2022)
Last synced: 06 Nov 2024
https://github.com/soumik12345/adventures-with-gans
Showcasing various fun adventures with GANs
deep-learning gan generative-adversarial-network keras neural-network pytorch tensorflow
Last synced: 13 Jan 2025
https://github.com/sylvaincom/medgan-tips
[Python] Additional works on Edward Choi's medGAN (generative adversarial network for electronic health records). In particular: boosting the prediction score using dataset augmentation.
dataset-augmentation electronic-health-records gan gans generative-adversarial-network generative-adversarial-networks medgan
Last synced: 15 Oct 2024
https://github.com/aleju/gan-reverser
Reversing GAN image generation for similarity search and error/artifact fixing
Last synced: 13 Oct 2024
https://github.com/rahulbhalley/turing-gan
Source code for "Training Generative Adversarial Networks Via Turing Test".
cifar10 fashion-mnist gan generative-adversarial-network lipschitz-functions mnist optimal-transport pytorch turing-gans turing-test wasserstein wasserstein-gan
Last synced: 23 Oct 2024
https://github.com/linhaowei1/CLoG
✌ CLoG: Benchmarking Continual Learning of Image Generation Models
continual-learning diffusion-models gan generative-model huggingface machine-learning stable-diffusion
Last synced: 30 Oct 2024
https://github.com/ChillingDream/Lifelong-Gan
A tensorlayer implementation of LifeLong Gan
Last synced: 07 Nov 2024
https://github.com/3outeille/ganumpy
A Numpy implementation of a Generative Adversarial Network.
autodiff deeplearning gan mnist numpy python yaae
Last synced: 28 Nov 2024
https://github.com/muhammedbuyukkinaci/flowergan
FlowerGAN : A DCGAN implementation in TensorFlow
dcgan dcgan-tensorflow flower flowergan gan generative-adversarial-network gpu tensorflow
Last synced: 23 Oct 2024
https://github.com/yusugomori/dl-book-generative
詳説ディープラーニング（生成モデル編）
autoencoder deep-learning gan python3 pytorch vae
Last synced: 07 Nov 2024
https://github.com/maghoumi/jitgru
Second-order differentiable PyTorch GRUs in JIT with TorchScript
gan grus jit pytorch torchscript
Last synced: 21 Nov 2024
https://github.com/ilkerkesen/gan
Generative Adversarial Networks in Knet
conditional-dcgan conditional-gan dcgan deep-learning gan generative-adversarial-networks julia knet
Last synced: 15 Oct 2024
https://github.com/mingtaoguo/contextencoder_cat-s_head_inpainting_tensorflow
Inplementing the paper 'Context Encoders: Feature Learning by Inpainting' by TensorFlow
context-encoders gan generative-model image-inpainting tensorflow
Last synced: 20 Nov 2024
https://github.com/aggrathon/gantexturegenerator
Generate textures and images using a Generative Advisarial neural Network
ai gan machine-learning neural-network python python3 tensorflow
Last synced: 22 Nov 2024
https://github.com/adityajn105/facegan-generating-random-faces
Generate Random Faces which do not exists. I trained a Deep Convolution GAN (DCGAN) on 100k celebrities photos.
dcgan face-generation gan generative-adversarial-network unsupervised-deep-learning
Last synced: 15 Nov 2024
https://github.com/gmalivenko/cat-gan
GAN for cat images generation
architecture cat-gan cats-generator convolutional-neural-networks gan generative-adversarial-network neural-network
Last synced: 23 Oct 2024
https://github.com/amirzenoozi/argan
[Open Source]. ARGAN - The improved version of AnimeGAN. Landscape photos/videos to anime
animation anime argan gan generative-adversarial-network resnet-101 resnet-18 resnet-34 resnet-50 style-transfer tensorflow tensorflow2 vgg19 vide-generation video
Last synced: 20 Nov 2024
https://github.com/matin-ghorbani/celeb-a-gan-pytorch
Implement a GAN for Celeb_a dataset to generate celebrities faces with PyTorch
celeba dcga deep-learning gan pytorch
Last synced: 28 Jan 2025
https://github.com/kazuhito00/ro-gan-using-lightweight-gan
Lightweight GANを用いてラグナロクオンラインのキャラクター画像を生成するGAN
Last synced: 23 Nov 2024
https://github.com/prodeveloper0/uniqueprintv1
Synthesizing Fingerprint from Pattern Type Analysis Features using cGAN - WITC 2019
biometric cgan fingernet fingerprint gan tensorflow
Last synced: 09 Nov 2024
https://github.com/shygiants/changegan
Replaceable Representation Learning with Generative Adversarial Networks
Last synced: 10 Nov 2024
https://github.com/karoly-hars/GAN_image_colorizing
Image colorization with generative adversarial networks on the CIFAR10 dataset.
artificial-intelligence batch-normalization cifar10 computer-vision deep-learning gan generative-adversarial-network image-colorization neural-networks pytorch spectral-normalization unet
Last synced: 14 Nov 2024
https://github.com/steq28/e2gan
E2GAN: Efficient Training of Efficient GANs for Image-to-Image Translation
deep-learning gan image-manipulation
Last synced: 27 Jan 2025
https://github.com/soumik12345/animegan
A Deep Convolutional Generative Adversarial Network to generate Faces of Anime Characters
anime convolutional-neural-networks dcgan dcgan-tensorflow face gan generative-adversarial-network keras python tensorflow
Last synced: 07 Jan 2025
https://github.com/interactivetech/text-to-talking-face
Final Project for Stanford Deep Generative Modeling Class CS236.
face2face gan generative-model pix2pix
Last synced: 30 Oct 2024
https://github.com/adobe-research/beacon-aug
Cross-library augmentation toolbox supporting 300 operators over 8 libraries + AI transforms
albumentation augly augmentation beacon conversion cross-platform deep-learning gan imgaug mmcv preprocessing transformations
Last synced: 14 Nov 2024
https://github.com/luickk/gan-audio-generator
Generating audio using a Generative Adversarial Network
deep-learning gan general-adversarial-network keras python
Last synced: 07 Nov 2024
https://github.com/innovatorved/imagecolorizationusinggan
My Final Year B.tech Project for Image Colorization Using GAN
deeplearning gan image image-processing innovatorved ml
Last synced: 27 Oct 2024
https://github.com/wkentaro/chainer-cyclegan
Chainer implementation of "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Network".
chainer computer-graphics computer-vision cyclegan deep-learning gan generative-adversarial-network image-generation image-manipulation pix2pix
Last synced: 16 Oct 2024
https://github.com/mickypaganini/gan_tutorial
Vanilla GAN and WGAN implementations in PyTorch on the FashionMNIST dataset
binder fashionmnist fermilab gan generative-adversarial-network ipython-notebook pytorch pytorch-tutorial tutorial wasserstein-gan wgan
Last synced: 11 Oct 2024
https://github.com/ayushexel/gans
Implementation of GANs research paper.
deep-learning gan machine-learning neural-network neural-networks paper
Last synced: 23 Oct 2024
https://github.com/itamarrocha/gandido-portinari
A gan that gives Portinari's style to real photos
brazilian-painters candido-portinari cyclegan gan painting portinari
Last synced: 13 Oct 2024
https://github.com/skyworld117/dianoiaml.jl
A Keras-like experimental Deep Learning framework in Julia 1.6
deep-learning gan genetic-algorithm julia keras machine-learning resnet
Last synced: 13 Oct 2024
https://github.com/AntixK/mean-spectral-norm
Code for the paper "Mean Spectral Normalization"
cnn deep-learning gan pytorch-implementation spectral-normalization
Last synced: 17 Nov 2024
https://github.com/tanyachutani/image-colorization-tf2.x
A Tensorflow 2.x implementation of Pix2pix GAN.https://arxiv.org/abs/1611.07004
gan gan-tensorflow gan-tutorial image-colorization pix2pix pix2pix-tensorflow tensorflow tensorflow2
Last synced: 11 Nov 2024
https://github.com/ytakzk/edges2architecture
edges become architecture.
architecture art deep-learning desing gan generative-art ml pix2pix
Last synced: 14 Oct 2024
https://github.com/talkuhulk/pixeldtgan-pytorch
A pytorch implementation of "Pixel-Level Domain Transfer"
Last synced: 11 Nov 2024
https://github.com/YOUSIKI/TensorLayer-BiGAN
A TensorLayer implementation of BiGAN (Adversarial Feature Learning).
Last synced: 07 Nov 2024
https://github.com/antixk/mean-spectral-norm
Code for the paper "Mean Spectral Normalization"
cnn deep-learning gan pytorch-implementation spectral-normalization
Last synced: 26 Nov 2024
https://github.com/jik876/hifi-gan-demo
Audio samples from "HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis"
deep-learning gan hifi-gan speech-synthesis text-to-speech tts
Last synced: 31 Dec 2024
https://github.com/janasunrise/anime-face-generation-dcgan-webapp
A port of my Anime face generation using Pytorch into a Webapp
anime-face-generation deep-learning deep-neural-networks gan gans machine-learning webapp
Last synced: 15 Oct 2024
https://github.com/rosshemsley/gander
A Pytorch Lightning WGAN-gp to generate faces
celeba gan pytorch-lightning wgan
Last synced: 24 Dec 2024
https://github.com/lucasvandroux/pytorch-rocket-esrgan
PyTorch Rocket ESRGAN - Tutorial 1: The Magic Mirror
beginner beginner-friendly computer-vision deep-learning diy-tool easy-to-use gan pytorch pytorch-tutorial super-resolution
Last synced: 30 Nov 2024
https://github.com/yousiki/tensorlayer-bigan
A TensorLayer implementation of BiGAN (Adversarial Feature Learning).
Last synced: 11 Oct 2024
https://github.com/zohebabai/tf-focal-frequency-loss
Tensorflow Implementation of Focal Frequency Loss for Image Reconstruction and Synthesis [ICCV 2021]
autoencoder frequency-analysis frequency-domain gan generative-adversarial-network generative-models generic iccv2021 image-generation image-reconstruction image-synthesis loss loss-function pix2pix spade stylegan2 variational-autoencoder
Last synced: 11 Dec 2024
https://github.com/andi611/conditional-specgan-tensorflow
Text-to-Speech Synthesis by Generating Spectrograms using Generative Adversarial Network
audio-synthesis conditional-gan digital-signal-processing gan librosa machine-learning nlp nlp-machine-learning tensorflow tts
Last synced: 14 Oct 2024
