398 Open source projects that are alternatives of or similar to Introduction-to-GAN

Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

A minimal tensorflow implementation of pix2pix (Image-to-Image Translation with Conditional Adversarial Nets - https://phillipi.github.io/pix2pix/).

IS, FID score Pytorch and TF implementation, TF implementation is a wrapper of the official ones.

Showcasing various fun adventures with GANs

Everything about Generative Adversarial Networks

Generative Adversarial Network for single image super-resolution in high content screening microscopy images

CoMoGAN: continuous model-guided image-to-image translation. CVPR 2021 oral.

A simple library that implements CLIP guided loss in PyTorch.

Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-training"

GAN in Tensorflow to be run via Linux command line

Deep Convolutional Conditional GAN and Supervised CNN for generating children's faces given parents' faces

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Use keras.js and cyclegan-keras to colorize manga automatically. All computation in browser. Demo is online:

Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks

Pytorch implementations of most popular image-translation GANs, including Pixel2Pixel, CycleGAN and StarGAN.

Pytorch implementation of Wasserstein GANs with Gradient Penalty

Official Pytorch implementation of Adversarial Segmentation Loss for Sketch Colorization [ICIP 2021]

No description or website provided.

Slimmable Generative Adversarial Networks (AAAI 2021)

Convert text into beautiful artistic images

[AAAI 2019] TET-GAN: Text Effects Transfer via Stylization and Destylization

Stochastic Adversarial Video Prediction

Codes for paper in KDD 2020 (AI for COVID-19): Learning to Simulate Human Mobility

Measures and metrics for image2image tasks. PyTorch.

Pytorch official implementation of Anime to Real Clothing: Cosplay Costume Generation via Image-to-Image Translation.

No description or website provided.

GAN讨论群讨论汇总的地方

My solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition

End to End learning for Video Generation from Text

Chainer implementation of the Wesserstein GAN

Implementation of Sequence Generative Adversarial Nets with Policy Gradient in PyTorch

Generative Adversarial Network that learns to generate handwritten digits. (Learning Purposes)

GANs Implementations in Keras

Pytorch implementation of CVPR2021 paper "MUST-GAN: Multi-level Statistics Transfer for Self-driven Person Image Generation"

Pytorch implementation of Image Manipulation with Perceptual Discriminators paper

simple Generative Adversarial Networks base on matlab

PyTorch Implementation of Unrolled Generative Adversarial Networks

Generate Cartoon Images using Generative Adversarial Network

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

TensorFlow implementation [ICLR 18] "Learning Approximate Inference Networks for Structured Prediction"

Code accompanying the paper "A Generative Framework for Zero Shot Learning with Adversarial Domain Adaptation"

Applied Deep Learning (2019 Spring) @ NTU

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

Unofficial implementation of StyleGAN's generator

Adversarial Generation of Handwritten Text Images

ECE 535 - Course Project, Deep Learning Framework

A torch implementation of "Pixel-Level Domain Transfer"

Spectral Normalization and Projection Discriminator

A modern deep learning framework built to accelerate research and development of AI systems

A summary of interesting Machine Learning (mostly Deep Learning) papers that I encounter.

The Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN"

Pytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.

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

Unpaired Caricature Generation with Multiple Exaggerations (TMM 2021)

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

InfoGAN inspired neural network trained on zap50k images (using Tensorflow + tf-slim). Intermediate layers of the discriminator network are used to do image similarity.

Whitening and Coloring transform for GANs

Train a StyleGAN2 model on Colaboratory to generate Steam banners.

implemented some computer vision problems