generative-adversarial-network

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more

(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

Text to image synthesis using thought vectors

C++ Implementation of PyTorch Tutorials for Everyone

A sketch extractor for anime/illustration.

An AI for Music Generation

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

Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs

State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.

Discovering Interpretable GAN Controls [NeurIPS 2020]

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

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two

Collection of google colaboratory notebooks for fast and easy experiments

Synthetic data generators for tabular and time-series data

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

"Deep Generative Modeling": Introductory Examples

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

Benchmarking synthetic data generation methods.

medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis