871 Open source projects that are alternatives of or similar to Freezed

Collection of generative models in Pytorch version.

A stable algorithm for GAN training

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)

Image-to-image translation with conditional adversarial nets

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

Discovering Interpretable GAN Controls [NeurIPS 2020]

Code for GAN2Shape (ICLR2021 oral)

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

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

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

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

A PyTorch implementation for StyleGAN with full features.

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

Compute FID scores with PyTorch.

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

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

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

A DCGAN to generate anime faces using custom mined dataset

Awesome Resources for Advanced Computer Vision Topics

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

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

Awesome GAN for Medical Imaging

Semantic Image Inpainting

Page to PAGE Layout Analysis Tool

Composable GAN framework with api and user interface

Generative Adversarial Networks and Autoencoders for 3D Shapes

An implementation of CycleGan using TensorFlow

Neural Paiters

Pytorch implementation of Conditional Image Synthesis with Auxiliary Classifier GANs

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

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

Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation

Generative Adversarial Networks in Keras

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

Privacy-preserving generative deep neural networks support clinical data sharing

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

SpecGAN - generate audio with adversarial training

Projecting images to latent space with StyleGAN2.

Spectral Normalization for Keras Dense and Convolution Layers

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

The implementation of Relativistic average GAN with Keras

Pytorch deep learning face frontalization model

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

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

A list of all named GANs!

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

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

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

Handwritten Chinese Characters Generation

Unsupervised anomaly detection with generative model, keras implementation

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

🎎 InfoGAN: Interpretable Representation Learning

Focal Frequency Loss for Generative Models

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

Tensorflow implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network" (Ledig et al. 2017)

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

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

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

DCGAN image generator 🖼️.