1047 Open source projects that are alternatives of or similar to Igan

Image-to-image translation with conditional adversarial nets

Image-to-Image Translation in PyTorch

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

Focal Frequency Loss for Generative Models

[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

Synthesizing and manipulating 2048x1024 images with conditional GANs

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

Awesome Generative Adversarial Networks with tensorflow

Deep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.

Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks

GAN in Tensorflow to be run via Linux command line

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

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

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

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

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

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

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

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

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

Code for deep generative prior (ECCV2020 oral)

Semantic Image Inpainting

Page to PAGE Layout Analysis Tool

DCGAN image generator 🖼️.

Image Deblurring using Generative Adversarial Networks

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)

[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation

[TIP2020] Pytorch implementation of "Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network"

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

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

StarNet

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

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

PyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN

The Simplest DCGAN Implementation

Applied several Generative Adversarial Networks (GAN) techniques such as: DCGAN, WGAN and StyleGAN to generate Anime Faces and Handwritten Digits.

Redesigning the Pix2Pix model for small datasets with fewer parameters and different PatchGAN architecture

Tensorflow implementation of the NIPS paper "Toward Multimodal Image-to-Image Translation"

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].

GAN Playground - Experiment with Generative Adversarial Nets in your browser. An introduction to GANs.

Pytorch implementation of Image Manipulation with Perceptual Discriminators paper

Official pytorch implementation of the IrwGAN for unaligned image-to-image translation

Synthetic Data Generation for tabular, relational and time series data.

Translate text to image in Keras using GAN and Word2Vec as well as recurrent neural networks

A minimal tensorflow implementation of pix2pix (Image-to-Image Translation with Conditional Adversarial Nets - https://phillipi.github.io/pix2pix/).

GANs Implementations in Keras

Showcasing various fun adventures with GANs

Official Pytorch implementation of Adversarial Segmentation Loss for Sketch Colorization [ICIP 2021]

Unofficial implementation of StyleGAN's generator

This repository contains a new generative model of chatbot based on seq2seq modeling.

PyTorch code for "PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer" (CVPR 2020 Oral)

Generative Adversarial Network that learns to generate handwritten digits. (Learning Purposes)

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training

Train a StyleGAN2 model on Colaboratory to generate Steam banners.

Official Chainer implementation of GP-GAN: Towards Realistic High-Resolution Image Blending (ACMMM 2019, oral)

Generate Cartoon Images using Generative Adversarial Network

A Pytorch implementation of "Deep Convolutional Generative Adversarial Networks"