811 Open source projects that are alternatives of or similar to Video_prediction

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

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

Collection of generative models in Tensorflow

Assessing Generative Models via Precision and Recall (official repository)

Focal Frequency Loss for Generative Models

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

A Tensorflow implementation of a Variational Autoencoder for the deep learning course at the University of Southern California (USC).

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

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

On the "steerability" of generative adversarial networks

Tensorflow implementation of conditional variational auto-encoder for MNIST

Semantic Image Inpainting

Everything about Generative Adversarial Networks

Image-to-Image Translation in PyTorch

A list of all named GANs!

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

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

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

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

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

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

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

Pytorch deep learning face frontalization model

Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch

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

A DCGAN to generate anime faces using custom mined dataset

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

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

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.

Handwritten Chinese Characters Generation

O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

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

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

Awesome GAN for Medical Imaging

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

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

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

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

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

Page to PAGE Layout Analysis Tool

Code for "MojiTalk: Generating Emotional Responses at Scale" https://arxiv.org/abs/1711.04090

Official implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)

Unsupervised anomaly detection with generative model, keras implementation

Tensorflow implementation of Hyperspherical Variational Auto-Encoders

Generative Adversarial Networks and Autoencoders for 3D Shapes

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)

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

DCGAN image generator 🖼️.

A PyTorch implementation for StyleGAN with full features.

Code for GAN2Shape (ICLR2021 oral)

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

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

A tensorflow implementation of "Generating Sentences from a Continuous Space"

A CNN Variational Autoencoder (CNN-VAE) implemented in PyTorch

Unofficial PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)

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

Collection of generative models in Pytorch version.

Handle class imbalance intelligently by using variational auto-encoders to generate synthetic observations of your minority class.

Projecting images to latent space with StyleGAN2.