GitHub topics: cgan | Ecosyste.ms: Repos

znxlwm/pytorch-generative-model-collections

Collection of generative models in Pytorch version.

Language: Python - Size: 124 MB - Last synced at: 6 days ago - Pushed at: about 5 years ago - Stars: 2,626 - Forks: 541

97yong/signal-generation-WGAN-CGAN

🧠 [Signal] Fault-specific vibration signal generation using WGAN-CGAN

Language: Python - Size: 11.7 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 1 - Forks: 0

youyuge34/PI-REC

:fire: PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain. :fire: 图像翻译，条件GAN，AI绘画

Language: Python - Size: 45.5 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 2,049 - Forks: 241

kwotsin/mimicry

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

Language: Python - Size: 17 MB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 608 - Forks: 62

letiziaia/time-series-augmentation

Data augmentation for time series classification

Language: Python - Size: 44.9 KB - Last synced at: 17 days ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 0

znxlwm/pytorch-MNIST-CelebA-cGAN-cDCGAN

Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset

Language: Python - Size: 45.7 MB - Last synced at: 15 days ago - Pushed at: over 7 years ago - Stars: 515 - Forks: 128

This code implements an example of a CGAN deep learning model using PyTorch. The architecture used for the generator and discriminator is MLP (multi layer perceptron) network. This model is trained with MNIST dataset and finally it can generate images of numbers 0 to 9 according to the label we specify for it.

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icpac-igad/sewaa-forecasts-package

SEWAA Forecasts and Data Ecosystem Wrapper Package

Language: Dockerfile - Size: 115 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 0

hwalsuklee/tensorflow-generative-model-collections

Collection of generative models in Tensorflow

Language: Python - Size: 4.57 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 3,918 - Forks: 848

znxlwm/tensorflow-MNIST-cGAN-cDCGAN

Tensorflow implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Adversarial Networks (cDCGAN) for MANIST dataset.

Language: Python - Size: 11.1 MB - Last synced at: 11 days ago - Pushed at: over 7 years ago - Stars: 151 - Forks: 60

emansarahafi/cGAN-Text-To-Image-Bird-Generation

Text-to-Image Generation with Birds using cGAN.

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mahmoodlab/NucleiSegmentation

cGAN-based Multi Organ Nuclei Segmentation

Language: Python - Size: 824 KB - Last synced at: 20 days ago - Pushed at: almost 3 years ago - Stars: 190 - Forks: 62

m4mbo/recolor_cifar10

Autoencoders (U-Net) and DCGANs for CIFAR-10 colourization.

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zcemycl/Matlab-GAN

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

Language: MATLAB - Size: 124 MB - Last synced at: 9 days ago - Pushed at: about 2 years ago - Stars: 195 - Forks: 86

hollobit/All-About-the-GAN

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Language: Python - Size: 4.12 MB - Last synced at: 16 days ago - Pushed at: over 6 years ago - Stars: 654 - Forks: 151

prodeveloper0/UniquePrintV1

Synthesizing Fingerprint from Pattern Type Analysis Features using cGAN - WITC 2019

Language: Python - Size: 764 MB - Last synced at: 1 day ago - Pushed at: about 6 years ago - Stars: 12 - Forks: 1

muhammadsaadx/Conditional-GAN-Sketch2Face

Sketch2Face is a deep learning model that can generate realistic human face images from hand-drawn or computer-generated sketches. This implementation uses a conditional GAN architecture based on the pix2pix model, which has shown excellent results for image-to-image translation tasks.

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AliBavarchee/LatentBoostClassifier

Hybrid Generative Model: CVAE + CGAN + Random Forest

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mafda/generative_adversarial_networks_101

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

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kozistr/Awesome-GANs

Awesome Generative Adversarial Networks with tensorflow

Language: Python - Size: 81.6 MB - Last synced at: 10 days ago - Pushed at: almost 3 years ago - Stars: 762 - Forks: 163

alohaleonardo/Super_Resolution_with_CNNs_and_GANs

Image Super-Resolution Using SRCNN, DRRN, SRGAN, CGAN in Pytorch

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sorayaForward/Font-Style-Transformer_And_Music_Generation-DEEP-LEARNING Fork of nourhanekefsi/projet-DL

Font style transformer : transform images of text/characters from fontA to fontB | Music generator

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znxlwm/pytorch-pix2pix

Pytorch implementation of pix2pix for various datasets.

Language: Python - Size: 31.5 MB - Last synced at: 11 days ago - Pushed at: about 4 years ago - Stars: 123 - Forks: 33

dikshantsagar/CGAN-Face-Emotion-Generation

Generating Photorealistic Facial Images with specified emotions using CGAN.

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YeongHyeon/CGAN-TF

TensorFlow implementation of Conditional Generative Adversarial Nets (CGAN) with MNIST dataset.

Language: Python - Size: 3.81 MB - Last synced at: 14 days ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 0

sudheerachary/Manga_Colorization

cGAN-based Manga Colorization Using a Single Training Image.

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marknature/PRODIGY_Generative_AI

Generative AI internship

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s-chh/PyTorch-GANs

From scratch, simple and easy-to-understand Pytorch implementation of variants of generative adversarial network (GAN): GAN, DCGAN, Conditional GAN (cGAN), WGAN, WGAN-GP, CycleGAN, LSGAN, and StarGAN.

Language: Python - Size: 22.3 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 19 - Forks: 4

Necas209/Icon-Generation-cGANs

This repository contains the code for the paper "Icon Generation with Conditional GANs".

Language: TeX - Size: 69.7 MB - Last synced at: 7 days ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

renytek13/Soft-Prompt-Generation

[ECCV 2024] Soft Prompt Generation for Domain Generalization

Language: Python - Size: 78.2 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 10 - Forks: 2

NIKK0001/Image-to-Image-Translation---CGAN---Conditional---GAN

Conditional Generative Adversarial Networks (CGANs) extend the capabilities of traditional GANs by conditioning both the generator and discriminator models on additional information, typically class labels or other forms of auxiliary information.

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zuzg/fashion-mnist-cgan

CGAN and DCGAN for Fashion MNIST dataset

Language: Python - Size: 149 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Nishant2018/CGAN-s-Conditional-GAN-Gen.AI-

Conditional Generative Adversarial Networks (CGANs) extend the capabilities of traditional GANs by conditioning both the generator and discriminator models on additional information, typically class labels or other forms of auxiliary information.

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Kedreamix/GAN_Step_By_Step

GAN Step By Step -- GSBS，顾名思义，我希望我自己能够一步一步的学习GAN。GAN 又名生成对抗网络，是最近几年很热门的一种无监督算法，他能生成出非常逼真的照片，图像甚至视频。GAN是一个图像的全新的领域，从2014的GAN的发展现在，在计算机视觉中扮演这越来越重要的角色，并且到每年都能产出各色各样的东西，GAN的理论和发展都蛮多的。我感觉最近有很多人都在学习GAN，但是国内可能缺少比较多的GAN的理论及其实现，所以我也想着和大家一起学习，并且提供主流框架下 **pytorch,tensorflow,keras** 的一些实现教学。在一个2016年的研讨会，`杨立昆`描述生成式对抗网络是“`机器学习这二十年来最酷的想法`”。

Language: Python - Size: 95.7 MB - Last synced at: 21 days ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 0

smmir-cent/DL-Course

Neural Computing and Deep Learning Course - Fall 2022

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himanii777/DeblurGAN_ipynb_simplified

This is a very simplified ipynb code for KupynOrest's Deblur GAN code. DeblurGAN addresses the challenge of end-to-end image deblurring through the use of conditional Generative Adversarial Networks (cGANs).I have used pytorch for this implementation.

Language: Jupyter Notebook - Size: 14.6 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

davide-abbattista/outGANfit

outGANfit - a cDCGANs-based architecture

Language: Python - Size: 205 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 2

shoryasethia/C-GAN-Powered-MNIST-Validator

Conditional GAN-Powered MNIST Model Validator

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JawariaMaqbool/Pol_CGAN_MMF

This Repository contains code and data links for the article 'Towards optimal multimode fiber imaging by leveraging input polarization and deep learning'.

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carolisteia/greek-paGAN

Classification and generation tasks on a dataset of ancient Greek characters.

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resfahani/TFCGAN_eval

Ground motion simulation in the time-frequency domain by conditional GAN and phase retrieval

Language: Jupyter Notebook - Size: 7.6 MB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 0

HayatiYrtgl/CGAN

Condutional gan for generating images from sketch

Language: Python - Size: 8.42 MB - Last synced at: 12 days ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

karthik-d/lesion-characterization-using-cgan

Analysis of Skin Lesion Images to segment lesion regions and classify lesion type using adversarial deep learning.

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dee-ex/EE3151-SEM202-PROJECT

Tạo màu cho ảnh xám sử dụng mạng đối nghịch tạo sinh có điều kiện.

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mustafa-qamaruddin/age-cgan

Age Conditional GAN with ResNet Face Descriptors based on DLib, Keras, and TFRecords.

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91d906h4/MNIST-C-DCGAN

🖼️ A handwritten number generator build with PyTorch.

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JohannesKMB/Generative-Adversarial-Networks

This repository contains different GAN architectures for data generation and posterior sampling to solve inverse problems featured in my Master's Thesis.

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evenmn/pytorch-sfid

Computing the Sliding Fréchet Inception Distance between fake and real images with continous labels

Language: Python - Size: 39.1 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 3 - Forks: 1

znxlwm/tensorflow-pix2pix

Tensorflow implementation of pix2pix for various datasets.

Language: Python - Size: 30.7 MB - Last synced at: 11 days ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 3

RazvanBerbece/cGAN-RPS

Conditional Generative Adversarial Network (cGAN) model built in Python for generating real 2D images of hands depicting Rock Paper Scissors shapes as used in the game.

Language: PureBasic - Size: 446 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

masanbasa3k/CGAN_Clothing_mnist

This repository contains an implementation of a Generative Adversarial Network (GAN) trained on the Clothing MNIST dataset.

Language: Python - Size: 18.9 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

T-Almeida/GAN-study

Here i present several GAN models in format of notebook implemented with tensorflow using the layers API

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neuralchen/SNGAN_Projection

An unofficial PyTorch implementation of SNGAN (ICLR 2018) and cGANs with projection discriminator (ICLR 2018)

Language: Python - Size: 1.13 MB - Last synced at: 11 days ago - Pushed at: over 5 years ago - Stars: 19 - Forks: 2

rithikafjohnson/AI-art-generator

Python code to convert hand drawn sketches into abstract art using GANs

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tried42long/Manga_Colorization

personal variation of https://github.com/sudheerachary/Manga_Colorization

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vsooda/mxnet-wgan

mxnet implement for Conditional Wasserstein GAN

Language: Python - Size: 168 KB - Last synced at: about 1 year ago - Pushed at: almost 8 years ago - Stars: 20 - Forks: 5

darthdaenerys/Fashion-MNIST-GAN

Explore formalized Fashion MNIST Classification: precise model deployment, rigorous evaluation of 28x28 grayscale images across ten categories.

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hanesn/MNIST-GANs

This repo contains the implementation of various generative adversarial networks for generating fake handwritten digits.

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CristianCosci/Generative_Adversarial_Networks_GAN__Overview

A small overview of what GANs and their main variants are, with related implementations.

Language: Python - Size: 99.8 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 1

Aktharnvdv/Generativeai

this repo contains Generative ai algorithms like GAN, CGAN, VAE, PixToPixGAN ,DDPM and LDM

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sa-artea/TallerML-GAN-CGAN-DISC

Taller de ML (Aprendizaje de Máquina) para crear imágenes artísticas (Generative Art) con redes Adversarias Generadoras y Condicionadas (GAN/CGAN) con los datos MINST de moda (Fashion MINST).

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Shaked35/Genome-AC-GAN

This repository provides tools to train and evaluate the Genome-AC-GAN model for generating realistic artificial human genomes.

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MIDHUNGRAJ/FashionMNIST-CGAN

FashionMnist-CGAN

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21toanyone-pro/Cyclegan_pytorch

Language: Python - Size: 48.4 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

JavierGavina/datasetInit23

Repository process and positioning from init dataset

Language: Python - Size: 672 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

varad0207/GANs

Keras implementation of different types of Generative Adversarial Networks (GANs)

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kaledhoshme123/Using-GAN-to-Generate-Chest-X-Ray-Images

The following study presents a model for generating chest X-ray images of normal subjects (without lung disease) and pneumonia patients.

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Panagiotou/Procedural3DTerrain

Procedural 3D Terrain Generation using Generative Adversarial Networks

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Anannyap7/ink_to_tint-manga_artisan Fork of taritkandpal/ink_to_tint-manga_artisan

Manga Colorization and Style Transfer

Language: Python - Size: 50.8 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

gcervantes8/Fast-Image-Gans

Using Deep Learning to create fake images of games using PyTorch

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dvircohen0/Playing-With-GANs

Implementation of different types of GANs in TensorFlow and Pyrorch

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Panagiotou/ImageToDEM

Generating Elevation Surface from a Single RGB Remotely Sensed Image Using Deep Learning

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quaziadib/A-Web-Application-for-De-Rainification-using-Image-to-Image-Translation

Language: Python - Size: 604 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1

FangYang970206/Anime_GAN

GAN models with Anime.

Language: Python - Size: 2.67 MB - Last synced at: 10 months ago - Pushed at: over 5 years ago - Stars: 62 - Forks: 17

jk96491/Advanced_Models

여러가지 유명한 신경망 모델들을 제공합니다. (DCGAN, VAE, Resnet 등등)

Language: Python - Size: 1.98 MB - Last synced at: 5 months ago - Pushed at: almost 4 years ago - Stars: 50 - Forks: 13

guilhermess98/Cardiac-Fats-Segmentation-Using-a-Conditional-Generative-Adversarial-Network

Cardiac Fats Segmentation Using a Conditional Generative Adversarial Network

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alexander-klokov/gan_mnist_cond

A study project to practice PyTorch - generating MNIST images (cGAN).

Language: Python - Size: 2.93 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

UBCDingXin/cGAN-KD

A unified cGAN-based knowledge distillation method

Language: Python - Size: 4.63 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 2

Diego2346/AI_project

Progetto universitario per l'esame di COGNITIVE COMPUTING AND ARTIFICIAL INTELLIGENCE

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hiepph/cgan-face-generator 📦

Face generator from sketches using cGAN (pix2pix) model

Language: Python - Size: 2.03 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 54 - Forks: 9