807 Open source projects that are alternatives of or similar to DeepFlow

Applied Deep Learning (2019 Spring) @ NTU

Invert the color of MNIST images with PyTorch

A stable algorithm for GAN training

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

Everything about Generative Adversarial Networks

🎎 InfoGAN: Interpretable Representation Learning

GANnotation (PyTorch): Landmark-guided face to face synthesis using GANs (And a triple consistency loss!)

DCGAN image generator 🖼️.

Generate Cartoon Images using Generative Adversarial Network

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

Train a StyleGAN2 model on Colaboratory to generate Steam banners.

Showcasing various fun adventures with GANs

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

Page to PAGE Layout Analysis Tool

Focal Frequency Loss for Generative Models

Pytorch deep learning face frontalization model

A DCGAN to generate anime faces using custom mined dataset

Code for GAN2Shape (ICLR2021 oral)

Generative Adversarial Networks and Autoencoders for 3D Shapes

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.

ArtGAN: This work presents a series of new approaches to improve Generative Adversarial Network (GAN) for conditional image synthesis and we name the proposed model as “ArtGAN”. Implementations are in Caffe/Tensorflow.

Image-to-Image Translation in PyTorch

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

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

Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks

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

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

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

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

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

Semantic Image Inpainting

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

A PyTorch implementation for StyleGAN with full features.

Awesome GAN for Medical Imaging

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

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

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

Unsupervised anomaly detection with generative model, keras implementation

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

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

Collection of generative models in Pytorch version.

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

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

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

Unofficial implementation of StyleGAN's generator

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

On the "steerability" of generative adversarial networks

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)

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

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

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

Method of Manufactured Solutions Repository

GAN in Tensorflow to be run via Linux command line

Qualia is a deep learning framework deeply integrated with automatic differentiation and dynamic graphing with CUDA acceleration. Qualia was built from scratch.

Tensorflow implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Adversarial Networks (cDCGAN) for MANIST dataset.

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

(WIP) Implementation of Creative Adversarial Networks https://arxiv.org/pdf/1706.07068.pdf

Stochastic Adversarial Video Prediction

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

Generate text boxes from input words with a GAN.