473 Open source projects that are alternatives of or similar to Deep-Learning-Pytorch

PyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN

PyTorch implementation of ESRGAN (ECCVW 2018) for compressed image subjective quality enhancement.

[TPAMI Under Submission] Generative Multi-Label Zero-Shot Learning

If you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

[CVPR2020] Adversarial Latent Autoencoders

[ WSDM '19 ] Sequential Variational Autoencoders for Collaborative Filtering

MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.

A PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".

Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch

Generative Adversarial Networks in TensorFlow 2.0

A PyTorch Implementation of Convolutional Conditional Neural Process.

ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes

The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.

A sketch extractor for anime/illustration.

Pytorch implementation of Paper by Google Research - Representation Learning for Information Extraction from Form-like Documents.

Implementation of Conditional Generative Adversarial Networks in PyTorch

🔥 OpenPose api wrapper in PyTorch.

Code for CheXpert Challenge 2019 Top 1 && Top 2 solution

[MICCAI2022] This is an official PyTorch implementation for A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation

A implementation of DCGAN (Deep Convolutional Generative Adversarial Networks) for CIFAR10 image

Stochastic Adversarial Video Prediction

MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)

Tensorflow Implementation of the paper "Spectral Normalization for Generative Adversarial Networks" (ICML 2017 workshop)

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

speech enhancement GAN on waveform/log-power-spectrum data using Improved WGAN

Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity

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

This repo is official PyTorch implementation of MobileHumanPose: Toward real-time 3D human pose estimation in mobile devices(CVPRW 2021).

No description or website provided.

Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)

Code for "Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation"

PyTorch Implementation for Neural Graph Collaborative Filtering

A clean and lucid implementation of cycleGAN using PyTorch

Unofficial PyTorch implementation of "Progressive Growing of GANs for Improved Quality, Stability, and Variation".

The implementation of 3D-UNet using PyTorch

Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night

[ICLR 2021] "GANs Can Play Lottery Too" by Xuxi Chen, Zhenyu Zhang, Yongduo Sui, Tianlong Chen

ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)

Using Bidirectional Generative Adversarial Networks to estimate Value-at-Risk for Market Risk Management using TensorFlow.

ViNet Pushing the limits of Visual Modality for Audio Visual Saliency Prediction

Semi-supervised GAN in "Improved Techniques for Training GANs"

A curated list of dedicated resources and applications

this repo attemps to reproduce Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks(CycleGAN) use gluon reimplementation

A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)

Paper notes in deep learning/machine learning and computer vision

Everything about Generative Adversarial Networks

Assessing Generative Models via Precision and Recall (official repository)

Stacked Generative Adversarial Networks

SMILE: Semantically-guided Multi-attribute Image and Layout Editing, ICCV Workshops 2021.

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

30 Days GANs Paper Reading

HashGAN: Deep Learning to Hash with Pair Conditional Wasserstein GAN

Image-to-Image Translation in PyTorch

Reproduce some methods in semi-supervised papers.

Tensorflow Implementation of Wasserstein GAN (and Improved version in wgan_v2)

On the "steerability" of generative adversarial networks

Style-based Point Generator with Adversarial Rendering for Point Cloud Completion (CVPR 2021)

Awesome Pytorch Tutorials

Generate image from text with Generative Adversarial Network