398 Open source projects that are alternatives of or similar to Gan Discussions

Virtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018. Now with Docker support!

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Image De-raining Using a Conditional Generative Adversarial Network

DCGAN face generator 🧑.

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

A lightweight pix2pix Tensorflow implementation.

This is a pix2pix demo that learns from pose and translates this into a human. A webcam-enabled application is also provided that translates your pose to the trained pose. Everybody dance now !

Code for: Transforming and Projecting Images into Class-conditional Generative Networks

Symbolic Music Genre Transfer with CycleGAN

StarNet

A pure PHP library for reading and writing project management files

A repository to keep track of all the code that I end up writing for my blog posts.

On the "steerability" of generative adversarial networks

Focal Frequency Loss for Generative Models

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

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

pyTorch implementation of Spectral Normalization for Generative Adversarial Networks

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

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

implement infoGAN using pytorch

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.

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

DCGAN image generator 🖼️.

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

Multimodal Unsupervised Image-to-Image Translation

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

A repository for the paper "Improved Adversarial Systems for 3D Object Generation and Reconstruction".

An example of the paper "reconstructing faces from voices"

Simple Implementation of many GAN models with PyTorch.

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

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

Official PyTorch implementation of GDWCT (CVPR 2019, oral)

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

Implementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"

Use supervised learning to illuminate the latent space of GAN for controlled generation and edit

🔥 PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain. 🔥 图像翻译，条件GAN，AI绘画

Sketch-Based 3D Exploration with Stacked Generative Adversarial Networks

A list of all named GANs!

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)

Generative Adversarial Network for MNIST with tensorflow

Handwritten Chinese Characters Generation

Voice Conversion by CycleGAN (语音克隆/语音转换): CycleGAN-VC2

DeepNude Command Line Version With Watermark Removed

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

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

generative adversarial nets for neural machine translation

Collection of generative models in Pytorch version.

Using Machine Learning to predict the type of exercise from movement data

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

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

Summaries of machine learning papers

Official pytorch implementation of paper "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR 2021 Oral).

Image-to-Image Translation in PyTorch

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

(CVPR 2019 Oral) Style Transfer with Geometric Deformation

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

Unofficial tensorflow implemention of "Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018) " model https://maybeshewill-cv.github.io/attentive-gan-derainnet/

A minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks