847 Open source projects that are alternatives of or similar to Few Shot Patch Based Training

[ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation

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

Applied Deep Learning (2019 Spring) @ NTU

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

A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.

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

Official PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"

Image-to-Image Translation in PyTorch

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

Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)

Image-to-image translation with conditional adversarial nets

Discovering Interpretable GAN Controls [NeurIPS 2020]

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

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

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

Invert the color of MNIST images with PyTorch

[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

Focal Frequency Loss for Generative Models

A collection of arbitrary text to image papers with code (constantly updating)

Create Anime Characters with MakeGirlsMoe

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

The Simplest DCGAN Implementation

[TIP2020] Pytorch implementation of "Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network"

Everything about Generative Adversarial Networks

A sketch extractor for anime/illustration.

A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation

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

Simple code implement the paper of CartoonGAN(CVPR2018)

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

On the "steerability" of generative adversarial networks

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

Stochastic Adversarial Video Prediction

Code for deep generative prior (ECCV2020 oral)

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)

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

PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)

Listing my favorite research papers 📝 from different fields as I read them.

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

Code and dataset for Single Underwater Image Restoration by Contrastive Learning, IGARSS 2021, oral.

[CVPR2020] Adversarial Latent Autoencoders

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

[ACCV 2018 Oral] Dual Generator Generative Adversarial Networks for Multi-Domain Image-to-Image Translation

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

(CVPR 2019 Oral) Style Transfer with Geometric Deformation

Generative Adversarial Networks in TensorFlow 2.0

PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"

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

A modern PyTorch implementation of SRGAN

Regularizing Generative Adversarial Networks under Limited Data (CVPR 2021)

Unpaired Caricature Generation with Multiple Exaggerations (TMM 2021)

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

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

Showcasing various fun adventures with GANs

GAN in Tensorflow to be run via Linux command line

Reference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).

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

TriangleGAN, ACM MM 2019.

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

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