732 Open source projects that are alternatives of or similar to Gif

An official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018

Synthetic Data Generation for tabular, relational and time series data.

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

Generate Cartoon Images using Generative Adversarial Network

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

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

Image-to-Image Translation in PyTorch

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

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

Deep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

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

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

Projecting images to latent space with StyleGAN2.

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

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

A list of all named GANs!

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

Cross-domain Correspondence Learning for Exemplar-based Image Translation. (CVPR 2020 Oral)

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.

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.

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

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

Official PyTorch implementation of GDWCT (CVPR 2019, oral)

Awesome GAN for Medical Imaging

Grayscale Image Colorization with Generative Adversarial Networks. https://arxiv.org/abs/1803.05400

Collection of generative models in Pytorch version.

Spectral Normalization for Keras Dense and Convolution Layers

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

On the "steerability" of generative adversarial networks

🔥3D-RecGAN++ in Tensorflow (TPAMI 2018)

🔥3D-RecGAN in Tensorflow (ICCV Workshops 2017)

Handwritten Chinese Characters Generation

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

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

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

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

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

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

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

A stable algorithm for GAN training

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

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

Focal Frequency Loss for Generative Models

StarNet

🎎 InfoGAN: Interpretable Representation Learning

Page to PAGE Layout Analysis Tool

Code for GAN2Shape (ICLR2021 oral)

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

Semantic Image Inpainting

A PyTorch implementation for StyleGAN with full features.

Generative Adversarial Networks and Autoencoders for 3D Shapes

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

A DCGAN to generate anime faces using custom mined dataset

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

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

Pytorch deep learning face frontalization model