GitHub topics: dcgan-tensorflow
YunYang1994/TensorFlow2.0-Examples
🙄 Difficult algorithm, Simple code.
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simoninithomas/CatDCGAN
A DCGAN that generate Cat pictures 🐱💻
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gsurma/face_generator
DCGAN face generator 🧑.
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lilianweng/unified-gan-tensorflow
A Tensorflow implementation of GAN, WGAN and WGAN with gradient penalty.
Language: Python - Size: 1.61 MB - Last synced at: 24 days ago - Pushed at: over 6 years ago - Stars: 116 - Forks: 34

gsurma/image_generator
DCGAN image generator 🖼️.
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psavarmattas/PhotoRealisticAI
A PhotoReaslistic AI GAN model to generate photorealistic faces on a large scale
Language: Python - Size: 1.09 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

nikhilroxtomar/DCGAN-on-Anime-Faces
The respository contains the code for the Deep Convolutional Generative Adversarial Network (DCGAN) trained on the anime faces dataset.
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halfdeb/MNIST-DCGAN-Generating-Digits-with-Deep-Convolutional-GANs
MNIST-DCGAN is a deep learning project that uses a DCGAN to generate realistic handwritten digits from the MNIST dataset. It demonstrates how a generator and discriminator network compete to create and evaluate images, improving the generator’s output over time.
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MuhammedBuyukkinaci/FlowerGAN
FlowerGAN : A DCGAN implementation in TensorFlow
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blurred-machine/Generate-Synthetic-Images-with-DCGANs-in-Keras
In this project, I have built a DCGAN based synthetic image generator and a discriminator on the fashion-MNIST dataset. Generated synthetic images using DCGAN and tried to fool the discriminator
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Samir-atra/Experiments_and-_Improvements
A repository showing the knowledge in some of the machine learning technologies there are.
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arminZolfaghari/GAN-for-Cats
DCGAN to generate cat pictures
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Silverbrottle/Img2Art
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aliotopal/advGAN_ImageNet
Generating high-resolution adversarial images with GAN
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dg1223/NASA-spaceapps-hackathon-2019
NASA spaceapps challenge 2019
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abhaskumarsinha/DC-GAN
A very simple and plain DC GAN to generate Image Flower Pictures out of the dataset.
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nisrinaishmh/Creating-AI-for-generate-anime-characters-using-DCGANs-and-Keras
The combined method between applying the CNNs to GANs models is called Deep Convolutional Generative Adversarial Networks (DCGANs).
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Ahmed-Habashy/DCGAN-on-CIFAR10
In this script, we use Deep Convolutional Generative Adversarial Networks (DCGANs) to generate new images that resemble CIFAR10 dataset images.
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LazarValkov/GanModeCollapseEvaluation
Code for training Generative Adversarial Networks (GANs) and evaluating the models' mode collapse
Language: Python - Size: 34.4 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 3

huyz1117/DCGAN-TensorFlow
TensorFlow implementation of DCGAN
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RubensZimbres/GAN-Project-2018
GAN in Tensorflow to be run via Linux command line
Language: Python - Size: 1.8 MB - Last synced at: 16 days ago - Pushed at: almost 7 years ago - Stars: 22 - Forks: 16

dvircohen0/Playing-With-GANs
Implementation of different types of GANs in TensorFlow and Pyrorch
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Ric01/generate-faces
Udacitys project 5 for generating DCGAN
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akashbangera758/DCGAN-TensorFlow-Face-Generation
Face Images generated using Deep Convolutional Generative Adversarial Networks
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Hellcatzm/DCGAN_TensorFlow
通过DCGAN生成动漫人物头像
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MaybeShewill-CV/attentive-gan-derainnet
Unofficial tensorflow implemention of "Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018) " model https://maybeshewill-cv.github.io/attentive-gan-derainnet/
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AliMehdii/Memoire-2023
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SabareeshIyer/Brain-tumor-detection-in-3D-MRIs-using-DCGAN
Using DCGAN for segmenting brain tumors from brain image scans
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alex0dd/FaceGen-GAN
Conditional face generation experiments using GAN models on CelebA dataset.
Language: Python - Size: 866 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 0

victordibia/tpuDCGAN
Train DCGAN with TPUs on Google Cloud
Language: Python - Size: 6.51 MB - Last synced at: 18 days ago - Pushed at: over 6 years ago - Stars: 39 - Forks: 6

dkk/DCGAN256
A general purpose DCGAN that generates 256 x 256 RGB images. Tested with the 11K hands Dataset
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lenguyenngoclam/Variety_of_GAN_Implementation
In this repository, I will implement variety of GAN model using Tensorflow framework
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yoyolicoris/DL_HW3
Language: Python - Size: 5.52 MB - Last synced at: 8 days ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 1

vinayakarannil/DCGAN
DCGAN implemetation for custom dataset
Language: Python - Size: 4.88 KB - Last synced at: 14 days ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 8

imprasukjain/DCGAN
Fake Face Generation using DCGAN
Size: 8.52 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

Matthew-Franks/Creating-Pokemon-With-DCGAN
Create images of Pokemon using a Deep Convolutional Generative Adversarial Network.
Language: Python - Size: 272 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

bijmuj/AnimeFacesGAN
TF v2.3.0 DCGAN implementation trained on Anime face dataset.
Language: Python - Size: 4.01 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

HariKrishnan06082k/Analysis-of-GAN-approaches-on-MNIST-using-TF2.0
The Generative Adversarial Networks with Python would serve as our primary reference throughout the project. The models would be trained on the MNIST dataset. The official TensorFlow framework and documentation will be used to implement the different architectures on Python. These papers would be used to implement various evaluation met
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yl-code-it/Weld_Image_Generation_BAGAN-GP
Deep Learning on Weld Image Generation using DCGAN and BAGAN-GP
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benckx/DCGAN-for-psychonauts
Use DCGAN to create trippy videos
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SukonyaPhukan92/COVID-19_Chest_X-ray_Image_Generation_using_ResNet50_and_DCGAN_Model
This repository provides codes with datasets for the generation of synthesis images of Covid-19 Chest X-ray using DCGAN as generator and ResNet50 as discriminator from a set of raw covid-19 chest x-ray images, which are enhanced and segmented before passing through the DCGAN model.
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r-i-c-h-a/Deep-Face-Generator
Fake face generation using DCGAN
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acuiram/DCGAN-with-U-Net
Damaged image restauration using a GAN model with a U-Net with skip connection autoencoder as a generator
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ayansengupta17/GAN
We aim to generate realistic images from text descriptions using GAN architecture. The network that we have designed is used for image generation for two datasets: MSCOCO and CUBS.
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shivaverma/Face-Generator
Using GAN to generate human faces (Tensorflow).
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lusifer021/GAN
Understanding GAN's
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jams777/DCGAN_Simpsons_Faces_Tensorflow2
DCGAN Simpsons Faces Image Generator usging Tensorflow2 Alpha 🖼️.
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swarathesh/COVID_DCGAN_WEBAPP
Generate synthetic dataset using DCGAN and test various transfer learning models to classify covid 19 x-rays.
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NahidEbrahimian/Deep-Learning-Mini-Projects-Tensorflow
Repository for Deep Learning Mini-Project with Tensorflow
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PardhuMadipalli/GAN-one-dimension
Language: Python - Size: 765 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

ValentinRicher/emotion-recognition-GAN
This project is a semi-supervised approach to detect emotions on faces in-the-wild using GAN
Language: Python - Size: 23.5 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 4

Abhradipta/Generation-Of-Synthetic-Images-With-DCGANs-In-Keras-From-Fashion-MNIST-Dataset
Generation Of Synthetic Images From Fashion MNIST Dataset With DCGANs In Keras.
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qettera/ganyuGAN256
Generating Ganyu from Genshin Impact with GAN
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JoannaBroniarek/DCGAN-for-MRI-images
Tensorflow 2.0 implementation of DCGAN for 3D MRI
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soumik12345/AnimeGAN
A Deep Convolutional Generative Adversarial Network to generate Faces of Anime Characters
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snehvora/Deep_Convolutional_Generative_Adversarial_Networks
This model is basically used for deep learning.In this models i have used DCGANs and it are more powerful then ordinary GANs. Output image are saved at every 100 epochs which are stored in gan_images folder. Well I had not uploaded every images in it.Images within 9000 epochs are included in it. It will take almost 1 or 2 days to learn or to train the model. This can generate the images on its own which are not included in dataset.
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bereketeshete/Denoising-AutoEnocders-and-DCGAN
Autoencoders for denoising documents and DCGAN for generative model
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parikshitkumar1/Generative_Modeling
Generative Modeling using GANs, DCGANs, WGAN, WGAN-GP, ProGAN, Conditional GANs and Controllable Generation.
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ElefHead/modular-gan
Keras model subclassing implementation of a GAN. Based on https://twitter.com/fchollet/status/1250622989541838848
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somjit101/DCGAN-Gradient-Tape
A study of the use of the Tensorflow GradientTape class for differentiation and custom gradient generation along with its use to implement a Deep-Convolutional Generative Adversarial Network (GAN) to generate images of hand-written digits.
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meetdoshi90/ML-Algorithms
Machine Learning Algorithms Implemented In Python
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srihari-humbarwadi/cartoon_gan_tf2.0
A DCGAN implementation in tensorflow 2.0, trained on cartoonset100k dataset
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shashwat9kumar/AnimeFacesGANS
Create new and unseen Anime faces using Generative Adversarial Networks (Gans) Model implemented using Tensorlow and Python
Language: Python - Size: 9.19 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

mark-antal-csizmadia/dcgan-fake-faces
Deep convolutional generative adversarial networks (DCGANs) for generating fake faces with Tensorflow and Keras.
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qinpzhi/myDCGAN
DCNAN论文的实现(参考大神的代码,基本只是自己把大神代码重新理解了一遍)
Language: Python - Size: 39.1 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 0

ariabishma/Tensorflow-DCGAN
a Simple Deep Convolutional Generative Adversarial Network (DCGAN) Using Tensorflow
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juliasolee/dl-face-generation
Training a DCGAN to generate new images of faces that look realistic as possible.
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bosqmode/IconGANExperiment
Experiment on making of icons with a GAN
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RaghavK16/DCGAN-TensorFlow-Image-Gen
An implementation of DCGAN in Keras on Tensorflow backend, to generate high-quality synthetic images from real images.
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vineethm1627/DCGAN-Fashion-MNIST
Generating synthetic images of Fashion MNIST data using Deep Convolutional Generative Adversarial Networks [DCGAN]
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anishreddy3/Fashion-MNIST-GAN-Keras
Deep convolutional generative adversarial networks on Fashion MNIST dataset
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ahmedgulabkhan/DCGAN_MNIST
A DCGAN trained on MNIST dataset
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MuhammedBuyukkinaci/My-Jupyter-Files
This repository is containing my Jupyter files.
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sonichandni/DCGAN
A simple DCGAN on MNIST dataset
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rainmaker29/DCGAN-MNIST
A DCGAN to synthesize digits like that of MNIST
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ZeinabTaghavi/DCGAN_tensorflow
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OPHoperHPO/dcgan-lentach-logo-generator
The Lentach logo generator. #MachineLearningFun
Language: Python - Size: 22.6 MB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

ajayKumar99/Picasso_AI
A generative network which generates random paintings using a DC-GAN (Deep Convolutional Generative Adversarial Network)
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hogyun3709/DCGAN-tensorflow-own-dataset
This repository explains how to train DCGAN with own dataset based on
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akashdeepjassal/Keras-DCGAN
Language: Python - Size: 844 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 0

surajiyer/Adidas-Hackathon-2018 Fork of jgcbrouns/AdidasHackaton
Adidas Hackathon Amsterdam 2018: Customize products with unique style transfer
Language: Python - Size: 36.9 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

hvudeshi/DCGAN-Regret_minimization
Regret Minimization Approach to training "Deep Convolution Generative Adversial Network" on MNIST Dataset.
Language: Python - Size: 24.8 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 2

arturops/deep-learning Fork of udacity/deep-learning
Deep Learning practice projects and tutorials. Forked from the Deep Learning Nanodegree Foundations program at Udacity.
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odicenta/dl_p5_face_gen
Face generation project for the DLND, Project 5
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