dcgan-tensorflow

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YunYang1994 /TensorFlow2.0-Examples

Star1.7k

🙄 Difficult algorithm, Simple code.

machine-learning deep-neural-networks reinforcement-learning deep-learning tensorflow linear-regression gan image-classification resnet object-detection vgg16 pix2pix convolutional-neural-network tensorflow-examples dcgan-tensorflow yolov3 unet-image-segmentation fcn8s tensorflow2

UpdatedMar 25, 2023
Jupyter Notebook

MaybeShewill-CV /attentive-gan-derainnet

Star275

Unofficial tensorflow implemention of "Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018) " modelhttps://maybeshewill-cv.github.io/attentive-gan-derainnet/

deep-learning tensorflow gan attention-mechanism network-architecture raindrop dcgan-tensorflow derain cvpr2018 attention-map

UpdatedJun 13, 2022
Python

gsurma /image_generator

Star218

DCGAN image generator 🖼️.

python machine-learning deep-learning neural-network jupyter tensorflow python3 generative-adversarial-network gan dcgan simpsons dcgan-tensorflow simpsons-dataset

UpdatedJul 9, 2021
Jupyter Notebook

gsurma /face_generator

Star204

DCGAN face generator 🧑.

python computer-vision notebook jupyter-notebook gan dcgan gan-tensorflow dcgan-tensorflow deepfakes deepfake

UpdatedJul 9, 2021
Jupyter Notebook

simoninithomas /CatDCGAN

Star203

A DCGAN that generate Cat pictures 🐱‍💻

cats deep-learning tensorflow gan dcgan dcgan-tensorflow

UpdatedApr 5, 2021
Jupyter Notebook

lilianweng /unified-gan-tensorflow

Sponsor

Star123

A Tensorflow implementation of GAN, WGAN and WGAN with gradient penalty.

tensorflow gan wgan wgan-gp dcgan-tensorflow

UpdatedAug 27, 2018
Python

Hellcatzm /DCGAN_TensorFlow

Star83

通过DCGAN生成动漫人物头像

tensorflow dcgan dcgan-tensorflow

UpdatedOct 6, 2018
Python

SabareeshIyer /Brain-tumor-detection-in-3D-MRIs-using-DCGAN

Star59

Using DCGAN for segmenting brain tumors from brain image scans

generative-adversarial-network gan dcgan segmentation medical-image-processing brats dcgan-tensorflow medical-image-segmentation

UpdatedJun 20, 2018
Python

victordibia /tpuDCGAN

Sponsor

Star39

Train DCGAN with TPUs on Google Cloud

machine-learning deep-learning gan dcgan tpu dcgan-tensorflow

UpdatedDec 30, 2018
Python

nikhilroxtomar /DCGAN-on-Anime-Faces

Star27

The respository contains the code for the Deep Convolutional Generative Adversarial Network (DCGAN) trained on the anime faces dataset.

gan dcgan dcgan-tensorflow

UpdatedJan 4, 2021
Python

benckx /DCGAN-for-psychonauts

Star26

Use DCGAN to create trippy videos

creative-coding tensorflow gan dcgan convolution image-generation convolutional-neural-networks dcgan-tensorflow video-generation

UpdatedOct 9, 2021
Python

ValentinRicher /emotion-recognition-GAN

Star25

This project is a semi-supervised approach to detect emotions on faces in-the-wild using GAN

tensorflow emotion gan dcgan face semi-supervised-learning tensorboard emotion-recognition dcgan-tensorflow action-units valence-arousal fake-faces

UpdatedDec 8, 2022
Python

RubensZimbres /GAN-Project-2018

Star22

GAN in Tensorflow to be run via Linux command line

tensorflow linux-kernel generative-adversarial-network gan dcgan dcgan-mnist-tutorial generative-adversarial-networks tensorflow-models dcgan-tensorflow

UpdatedMay 4, 2018
Python

ayansengupta17 /GAN

Star21

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.

python machine-learning deep-neural-networks deep-learning discriminator generative-adversarial-network gan batch-normalization dcgan sentence cubs loss-functions skip-thought-vectors text-encodings mscoco mscoco-dataset dcgan-tensorflow tensrorflow stack-gan

UpdatedMay 7, 2018
HTML

NahidEbrahimian /Deep-Learning-Tensorflow

Star14

Repository for Deep Learning Mini-Project with Tensorflow

deep-learning cnn dcgan image-classification transfer-learning facerecognition dcgan-tensorflow tensorflow2

UpdatedOct 19, 2021
Jupyter Notebook

MuhammedBuyukkinaci /FlowerGAN

Star14

FlowerGAN : A DCGAN implementation in TensorFlow

tensorflow gpu generative-adversarial-network gan dcgan flower dcgan-tensorflow flowergan

UpdatedJul 7, 2018
Python

soumik12345 /AnimeGAN

Star10

A Deep Convolutional Generative Adversarial Network to generate Faces of Anime Characters

python anime tensorflow keras generative-adversarial-network gan dcgan face convolutional-neural-networks dcgan-tensorflow

UpdatedMay 16, 2019
Jupyter Notebook

emirkaanozdemr /Retina-Classification-Using-DCGAN-and-CNN

Sponsor

Star10

In this project, I aim to develop a robust system to classify real and synthetic retina images using advanced machine learning. I will generate synthetic retina images from a single eye photo using Deep Convolutional Generative Adversarial Networks (DCGAN) and classify them with a Convolutional Neural Network (CNN).

data-science computer-vision tensorflow cnn artificial-intelligence gan dcgan artificial-neural-networks transfer-learning cnn-keras cnn-model resnet-50 dcgan-tensorflow resnet50