1281 Open source projects that are alternatives of or similar to Semantic_image_inpainting

Improving MMD-GAN training with repulsive loss function

Tensorflow implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Netwokrs for MNIST dataset.

Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.

PyTorch Implementation of DCGAN trained on the CelebA dataset.

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

A stable algorithm for GAN training

Image-to-image translation with conditional adversarial nets

[CVPR2020] Adversarial Latent Autoencoders

Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks

Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..

Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

See Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN

A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)

Spectral Normalization for Keras Dense and Convolution Layers

A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.

Periodic Spatial Generative Adversarial Networks

Interactive Image Generation via Generative Adversarial Networks

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)

[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

Example projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.

GAN in Tensorflow to be run via Linux command line

Official repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)

Awesome Generative Adversarial Networks with tensorflow

Deep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.

Dataset and Code for our CVPR'18 paper ST-CGAN: "Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal"

DCGAN image generator 🖼️.

The Simplest DCGAN Implementation

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

PyTorch implementation of " Synthesizing Audio with Generative Adversarial Networks"

Train DCGAN with TPUs on Google Cloud

Tensorflow implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network" (Ledig et al. 2017)

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

The implementation of Relativistic average GAN with Keras

Generative Adversarial Networks in Keras

An implementation of CycleGan using TensorFlow

Pytorch implementation of Conditional Image Synthesis with Auxiliary Classifier GANs

Composable GAN framework with api and user interface

GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

爬虫+脸部识别+DCGAN脸部自动生成

Official PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"

[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild

[NeurIPS 2018] [JSAIT] PacGAN: The power of two samples in generative adversarial networks

Conditional GAN for Anime face generation.

Awesome GAN for Medical Imaging

Compute FID scores with PyTorch.

Pytorch implementation of pix2pix for various datasets.

Discovering Interpretable GAN Controls [NeurIPS 2020]

Adversarial Generation of Continuous Images [CVPR 2021]

Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation

[ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation

🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)

CPU/GPU/TPU implementation of the Fréchet Inception Distance

Code for "Generative Adversarial Training for Markov Chains" (ICLR 2017 Workshop)

SpecGAN - generate audio with adversarial training

Official PyTorch implementation of NICE-GAN: Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions