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lsgan

Here are 60 public repositories matching this topic...

SiavashShams / Generating-Stuff-with-GANs-and-VAEs

Generating images in different contexts using GANs and Variational Autoencoders

artificial-intelligence gan dcgan image-generation lsgan vq-vae drgan

Updated Sep 19, 2022
Jupyter Notebook

yao-zhao / EDGAN

EDGAN: StackGAN with Embedding Distance Training

wgan lsgan stackgan edgan mscoco

Updated May 10, 2017
Python

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.

keras medical-imaging generative-adversarial-network gan classification chest-xray-images medical-images keras-tensorflow medical-image-processing lsgan cgan chest-xrays pneumonia pneumonia-detection pneumoniac-xray pneumonia-detection-cnn pneumonia-disease-chest-x-ray-machine-intelligence

Updated Jul 6, 2023
Jupyter Notebook

kimjy99 / cyclegan

horse2zebra

resnet lsgan cyclegan patchgan

Updated Jun 28, 2022
Jupyter Notebook

lordtt13 / GAN-s

All GAN models in Keras

keras gan dcgan pix2pix lsgan info-gan wasserstein-gan cgan cycle-gan acgan gan-models

Updated Oct 31, 2019
Python

davzoku / GAN

GANs 101 and its Applications: An exploration of DCGAN, WGAN, LSGAN and GAN transfer learning on the CelebA dataset

deep-learning artificial-intelligence generative-adversarial-network gan dcgan transfer-learning celeba wgan lsgan generative-ai

Updated Apr 10, 2023
Jupyter Notebook

egyptdj / GANs

TensorFlow Generative Adversarial Networks (GANs)

tensorflow generative-adversarial-network gan dcgan gans generative-adversarial-networks wgan lsgan cgan wgan-gp vanilla-gan mode-seek geogan

Updated Jul 24, 2019
Python

jbu5105 / Towards_album_artwork_generation_based_on_audio

Repo of my master thesis at Pompeu Fabra University: "Towards album artwork generation based on audio". We analyze VAEs and GANs to condition image generation with audio.

pytorch dcgan vae gans lsgan wgan-gp 128x128 album-artwork-generation album-covers

Updated Apr 26, 2021
Jupyter Notebook

Karan-Choudhary / AVmod

AVmod is a Audiovisual modulator developed with Deep Fake

python deep-learning tensorflow keras gan face-recognition face-detection lsgan deepfakes facealignment keras-vggface umeyama

Updated Jan 9, 2022
Jupyter Notebook

inzapp / lsgan

Improved LSGAN using simple loss constraint

generative-adversarial-network lsgan loss-constraint

Updated Jul 19, 2024
Python

narumiruna / mnist-gans

pytorch generative-adversarial-network gan mnist wgan lsgan wasserstein-gan wgan-gp

Updated Mar 4, 2018
Python

inzapp / super-resolution

Enhance image resolution by SRGAN

super-resolution srgan lsgan

Updated Jan 15, 2024
Python

avhirupc / Stability-of-GANs

generative-adversarial-network mnist dcgan mnist-classification wgan lsgan wgan-gp gradient-penalty wassertein-gan loss-sensitive-gan

Updated Apr 19, 2018
Python

ChangYungHua / Post_BigData

Search for potential customers

deep-learning gan data-analysis lsgan

Updated Nov 4, 2020
Jupyter Notebook

Dor-Nachbi / DCGAN_LSGAN

Implementation of DCGAN and LSGAN by tensorflow, Train the GAN in Google Cloud Colab.

python deep-learning generative-adversarial-network dcgan convolutional-neural-network lsgan deep-neural-network

Updated Apr 25, 2020
Jupyter Notebook

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

deep-learning tensorflow generative-adversarial-network infogan lsgan wgan-gp dcgan-tensorflow

Updated Jan 30, 2024
Python

bchao1 / DCGAN-Random-Anime-Generation

Anime generation using vanilla GAN, WGAN, and LSGAN.

anime gan lsgan

Updated Jan 20, 2019
Python

yoyolicoris / DL_HW3

generative-adversarial-network lsgan variational-autoencoder dcgan-tensorflow

Updated Jun 6, 2018
Python

kpandey008 / comparing-gans

This repository compares the performance of DCGAN, WGAN, WGAN-GP and LSGAN in terms of sample quality and several other factors

deep-learning generative-adversarial-network gan dcgan generative-model wgan lsgan wgan-gp sample-quality

Updated Dec 3, 2019
Jupyter Notebook

mcytang / GAN_Demo

A short demonstration of GANs learning a probability distribution

gan probability-distribution demonstration lsgan toy-models

Updated Jul 28, 2023
Python

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