1058 Open source projects that are alternatives of or similar to TextBoxGAN

🎎 InfoGAN: Interpretable Representation Learning

Collection of generative models in Pytorch version.

Code for GAN2Shape (ICLR2021 oral)

Train a StyleGAN2 model on Colaboratory to generate Steam banners.

Applied Deep Learning (2019 Spring) @ NTU

Semantic Image Inpainting

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

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

Generate Cartoon Images using Generative Adversarial Network

GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.

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

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

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

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

Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

Pytorch deep learning face frontalization model

TF implementation of our ECCV 2018 paper: Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model

A PyTorch implementation for StyleGAN with full features.

Unofficial implementation of StyleGAN's generator

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

Image-to-Image Translation in PyTorch

ICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation

Pytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)

The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".

Showcasing various fun adventures with GANs

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

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

Awesome GAN for Medical Imaging

Focal Frequency Loss for Generative Models

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

Page to PAGE Layout Analysis Tool

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

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

Unsupervised anomaly detection with generative model, keras implementation

A DCGAN to generate anime faces using custom mined dataset

Generative Adversarial Networks and Autoencoders for 3D Shapes

DCGAN image generator 🖼️.

GANnotation (PyTorch): Landmark-guided face to face synthesis using GANs (And a triple consistency loss!)

A stable algorithm for GAN training

Machine Learning and having it Deep and Structured (MLDS) in 2018 spring

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

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

ArtGAN: This work presents a series of new approaches to improve Generative Adversarial Network (GAN) for conditional image synthesis and we name the proposed model as “ArtGAN”. Implementations are in Caffe/Tensorflow.

A collection of arbitrary text to image papers with code (constantly updating)

On the "steerability" of generative adversarial networks

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)

GAN in Tensorflow to be run via Linux command line

Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)

BasicOCR是一个致力于解决自然场景文字识别算法研究的项目。该项目由长城数字大数据应用技术研究院佟派AI团队发起和维护。

Stochastic Adversarial Video Prediction

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

Everything about Generative Adversarial Networks

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

Tensorflow implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Adversarial Networks (cDCGAN) for MANIST dataset.

(WIP) Implementation of Creative Adversarial Networks https://arxiv.org/pdf/1706.07068.pdf

The Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN"

Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks

Invert the color of MNIST images with PyTorch