590 Open source projects that are alternatives of or similar to Awesome-Text-to-Image

TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery

Tensorflow codes for our ICIP-17 and arXiv-1708.09533 works: "ArtGAN: Artwork Synthesis with Conditional Categorial GAN" & "Learning a Generative Adversarial Network for High Resolution Artwork Synthesis "

Focal Frequency Loss for Generative Models

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to github repos, papers and others.

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

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

OpenMMLab Image and Video Editing Toolbox

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

Tensorflow implementation for Conditional Convolutional Adversarial Networks.

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

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

CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation

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

Invert the color of MNIST images with PyTorch

Zero-Shot Text-to-Image Generation VQGAN+CLIP Dockerized

A clean and readable Pytorch implementation of CycleGAN

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

Code and dataset for Single Underwater Image Restoration by Contrastive Learning, IGARSS 2021, oral.

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

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

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

Generate images from texts. In Russian

text-to-image generation gems / libraries incl. moonbirds, cyberpunks, coolcats, shiba inu doge, nouns & more

Given a simple anime line-art sketch the model outputs a decent colored anime image using Conditional-Generative Adversarial Networks (C-GANs) concept.

Discovering Interpretable GAN Controls [NeurIPS 2020]

A CLI tool/python module for generating images from text using guided diffusion and CLIP from OpenAI.

Image-to-image translation with conditional adversarial nets

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

Given an image and a target viewpoint, generate synthetic image in the target viewpoint

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

A sketch extractor for anime/illustration.

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

Applied Deep Learning (2019 Spring) @ NTU

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

Text to Image Synthesis using Generative Adversarial Networks

TriangleGAN, ACM MM 2019.

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

Image-to-Image Translation in PyTorch

SuperStyleNet: Deep Image Synthesis with Superpixel Based Style Encoder (BMVC 2021)

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

I2T2I: Text-to-Image Synthesis with textual data augmentation

The implementation of Temporal Generative Adversarial Nets with Singular Value Clipping

Flutter library to create beautiful surveys (aligned with ResearchKit on iOS)

Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)

Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution

PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"

Tensorflow implement of "Eye In-Painting with Exemplar Generative Adversarial Networks"

No description or website provided.

🇰🇷 Text to Image in Korean

A 1D toy example of optimizing a generative model using the WGAN-GP model.

BTK Akademi -1 Milyon İstihdam Projesi için Merve Ayyüce Kızrak tarafından Hazırlanmıştır.

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

A PyTorch implementation for Adversarial Representation Learning for Domain Adaptation

Pytorch implementation of BicycleGAN with implementation details

Python script to load a Kdenlive (OSS NLE video editor) project file, and conform the edit on video or numpy arrays.

Conversion of the time series values to 2-D stock bar chart images and prediction using CNN (using Keras-Tensorflow)

Improved Wasserstein GAN (WGAN-GP) application on medical (MRI) images

Task-Aware Compressed Sensing Using Generative Adversarial Networks (published in AAAI18)