1117 Open source projects that are alternatives of or similar to Focal Frequency Loss

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

Image-to-image translation with conditional adversarial nets

Image-to-Image Translation in PyTorch

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

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

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

Interactive Image Generation via Generative Adversarial Networks

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

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

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

Discovering Interpretable GAN Controls [NeurIPS 2020]

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

[CVPR2020] Adversarial Latent Autoencoders

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

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

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

Generative Adversarial Networks and Autoencoders for 3D Shapes

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery

rectorch is a pytorch-based framework for state-of-the-art top-N recommendation

Pytorch implementation of "One-Sided Unsupervised Domain Mapping" NIPS 2017

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, wav2lip, picture repair, image editing, photo2cartoon, image style transfer, and so on.

[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild

Invert the color of MNIST images with PyTorch

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

Facial Expression Editing with Controllable Expression Intensity

Code for deep generative prior (ECCV2020 oral)

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

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

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

The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training

[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation

Synthesizing and manipulating 2048x1024 images with conditional GANs

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

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

Page to PAGE Layout Analysis Tool

StarNet

Image Deblurring using Generative Adversarial Networks

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

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

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

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

Pytorch implementation of "One-Shot Unsupervised Cross Domain Translation" NIPS 2018

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

Applied Deep Learning (2019 Spring) @ NTU

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

Stochastic Adversarial Video Prediction

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

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

Training and evaluating a variational autoencoder for pan-cancer gene expression data

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

Implementation of CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM paper (https://arxiv.org/pdf/1804.00874.pdf)

[NeurIPS 2018] [JSAIT] PacGAN: The power of two samples in generative adversarial networks

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

DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images

Compute FID scores with PyTorch.

Toward Multimodal Image-to-Image Translation

TensorFlow 2.0 library for distributed training, evaluation, model selection, and fast prototyping.

Code for "Semantic Object Accuracy for Generative Text-to-Image Synthesis" (TPAMI 2020)