gan

101 projects share this GitHub topic

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🧬 Members

real time face swap and one-click video deepfake with only a single image

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including…

AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

深度学习入门教程, 优秀文章, Deep Learning Tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://g…

A list of all named GANs!

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

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation…

A MNIST-like fashion product database. Benchmark :point_down:

Image-to-image translation with conditional adversarial nets

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

so-vits-svc-fork

so-vits-svc fork with realtime support, improved interface and more features.

Keras implementations of Generative Adversarial Networks.

PyTorch-Tutorial

Build your neural network easy and fast, 莫烦Python中文教学

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, …

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

Synthesizing and manipulating 2048x1024 images with conditional GANs

AdversarialNetsPapers

Awesome paper list with code about generative adversarial nets

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large…

Gluon CV Toolkit

t81_558_deep_learning

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

Tensorflow-Tutorial

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

人像卡通化探索项目 (photo-to-cartoon translation project)

Interactive Image Generation via Generative Adversarial Networks

Compute FID scores with PyTorch.

machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

awesome-DeepLearning

Synthetic data generation for tabular data

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented…

[CVPR2020] Adversarial Latent Autoencoders

makegirlsmoe_web

Create Anime Characters with MakeGirlsMoe

machine-learning

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든…

dalle-playground

A playground to generate images from any text prompt using Stable Diffusion (past: using DALL-E Mini)

Multimodal Unsupervised Image-to-Image Translation

Image Deblurring using Generative Adversarial Networks

Summaries of machine learning papers

synthetic-data-generator

SDG is a specialized framework designed to generate high-quality structured tabular data.

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

The collection of pre-trained, state-of-the-art AI models for ailia SDK

A sketch extractor for anime/illustration.

TensorFlow-Tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를…

An AI for Music Generation

Unsupervised Image-to-Image Translation

Advanced-Deep-Learning-with-Keras

Advanced Deep Learning with Keras, published by Packt

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)

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

Converted CoreML Model Zoo.

Discovering Interpretable GAN Controls [NeurIPS 2020]

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

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

TensorFlow2.0-Examples

🙄 Difficult algorithm, Simple code.

fg-data-synthetic

Synthetic data generators for tabular and time-series data

pytorch-generative-adversarial-networks

A very simple generative adversarial network (GAN) in PyTorch

ai_all_resources

A curated list of Best Artificial Intelligence Resources

dlcv_for_beginners

《深度学习与计算机视觉》配套代码

:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

Composable GAN framework with api and user interface

PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

image-to-image-papers

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

Anime-InPainting

An application tool of edge-connect, which can do anime inpainting and drawing. …

pytorch-pretrained-BigGAN

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper…

papers-for-molecular-design-using-DL

List of Molecular and Material design using Generative AI and Deep Learning

An Open-Sourced LLM-empowered Foundation TTS System

context-encoder

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

LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR…

Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a…

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

AI-powered Text-to-Art Generator - Text2Art.com

focal-frequency-loss

[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis

SEAN: Image Synthesis with Semantic Region-Adaptive Normalization (CVPR 2020, Oral)

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

[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter…

Few-Shot-Patch-Based-Training

The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot…

Generative Adversarial Text to Image Synthesis / Please Star -->

臺灣大學 (NTU) 李宏毅教授「機器學習 (Machine Learning) 2021 Spring 」課程筆記

T2F: text to face generation using Deep Learning

clothes-virtual-try-on

Virtual Clothing Assistant a custom unique implementation of ViTON, allows user to try different clothings…

generative-compression

TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression

Official PyTorch implementation of "BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation"…

CVPR 2022 HFGI: High-Fidelity GAN Inversion for Image Attribute Editing

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

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

PyTorch implementation of "Improved Techniques for Training Single-Image GANs" (WACV-21)

inpainting_gmcnn

Image Inpainting via Generative Multi-column Convolutional Neural Networks, NeurIPS2018

Anime-Face-Dataset

🖼 A collection of high-quality anime faces.

ArtGAN + WikiArt: This work presents a series of new approaches to improve GAN for conditional image…

💄 Lipstick ain't enough: Beyond Color-Matching for In-the-Wild Makeup Transfer (CVPR 2021)

Great-Deep-Learning-Tutorials

A Great Collection of Deep Learning Tutorials and Repositories

Deploy and scale serverless machine learning app - in 4 steps.

Deep-Exemplar-based-Video-Colorization

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

awesome-computer-vision-resources

a collection of computer vision projects&tools. 计算机视觉方向项目和工具集合。

PyTorch Implementation of DiffGAN-TTS: High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion…

Seq2seq-Chatbot-for-Keras

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

VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network

GAN-style self-improvement loop for any text artifact: mutate, grade with a SEPARATE model, keep only…

🔗 Related families

generative-adversarial-network 69 image-manipulation 26 pix2pix 12 cnn 54 computer-graphics 68 rnn 30 gans 27 convolutional-neural-networks 74

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