Top 16 image-synthesis open source projects

Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis

A simple library that implements CLIP guided loss in PyTorch.

A Survey on Text-to-Image Generation/Synthesis.

Official website of our paper: Applications of Deep Learning in Fundus Images: A Review. Newly-released datasets and recently-published papers will be updated regularly.

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

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 "

A data-driven approach for interactively synthesizing diverse images from semantic label maps.

Text to Image Synthesis using Generative Adversarial Networks

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

[CVPR 2021] EII: Image Inpainting with External-Internal Learning and Monochromic Bottleneck

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

GPU Framework for Radio Astronomical Image Synthesis

Official implementation of "Content-Consistent Generation of Realistic Eyes with Style", ICCW 2019

CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation

A TensorFlow implementation of a simple Novel View Synthesis model on ShapeNet (cars and chairs), KITTI, and Synthia.

Invert and perturb GAN images for test-time ensembling