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165 search results found

Mit Deep Learning ⭐ 9,897

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Deeplearning ⭐ 7,463

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Tensorlayer ⭐ 7,288

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

Dcgan Tensorflow ⭐ 6,761

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

Generative Models ⭐ 6,010

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

T81_558_deep_learning ⭐ 5,590

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

Image Super Resolution ⭐ 4,392

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

Tensorflow Tutorial ⭐ 3,873

Tensorflow tutorial from basic to hard

Animegan ⭐ 3,738

A Tensorflow implementation of AnimeGAN for fast photo animation ! This is the Open source of the paper 「AnimeGAN: a novel lightweight GAN for photo animation」, which uses the GAN framwork to transform real-world photos into anime images.

Tensorflow Generative Model Collections ⭐ 3,570

Collection of generative models in Tensorflow

Zhihu ⭐ 3,228

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

Srgan ⭐ 3,197

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Generative_inpainting ⭐ 3,108

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

Tensorflow Cookbook ⭐ 2,813

Simple Tensorflow Cookbook for easy-to-use

Machine Learning ⭐ 2,260

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

Tensorflow Tutorials ⭐ 2,123

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

Text To Image ⭐ 1,941

Text to image synthesis using thought vectors

Weekly.manong.io ⭐ 1,909

码农周刊 - 每周五发送，欢迎订阅！欢迎加入读者圈子，一起交流！

Transparent_latent_gan ⭐ 1,807

Use supervised learning to illuminate the latent space of GAN for controlled generation and edit

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Zi2zi ⭐ 1,639

Learning Chinese Character style with conditional GAN

Ganspace ⭐ 1,593

Discovering Interpretable GAN Controls [NeurIPS 2020]

Advanced Deep Learning With Keras ⭐ 1,534

Advanced Deep Learning with Keras, published by Packt

Musegan ⭐ 1,515

An AI for Music Generation

Ganotebooks ⭐ 1,335

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

Data Efficient Gans ⭐ 1,231

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

Ydata Synthetic ⭐ 1,201

Synthetic data generators for tabular and time-series data

Niftynet ⭐ 1,170

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Image Outpainting ⭐ 1,118

🏖 Keras Implementation of Painting outside the box

Cyclegan Tensorflow ⭐ 1,116

An implementation of CycleGan using TensorFlow

Tensorflow 101 ⭐ 1,100

learn code with tensorflow

Awesome Colab Notebooks ⭐ 1,093

Collection of google colaboratory notebooks for fast and easy experiments

Coreml Models ⭐ 1,012

Converted CoreML Model Zoo.

Coloring Greyscale Images ⭐ 997

Coloring black and white images with deep learning.

Tensorflow Programs And Tutorials ⭐ 981

Implementations of CNNs, RNNs, GANs, etc

Began Tensorflow ⭐ 923

Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"

Tensorflow2 Generative Models ⭐ 833

Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.

Generative Adversarial Networks implemented in PyTorch and Tensorflow

Time Series Prediction ⭐ 762

tfts: Time series deep learning models in TensorFlow

Awesome Gans ⭐ 710

Awesome Generative Adversarial Networks with tensorflow

Cartoongan Tensorflow ⭐ 707

Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.

Srgan Tensorflow ⭐ 694

Tensorflow implementation of the SRGAN algorithm for single image super-resolution

Generative_deep_learning_2nd_edition ⭐ 652

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

Ai_all_resources ⭐ 647

A curated list of Best Artificial Intelligence Resources

All About The Gan ⭐ 602

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Attgan Tensorflow ⭐ 591

AttGAN: Facial Attribute Editing by Only Changing What You Want (IEEE TIP 2019)

Speech Enhancement Generative Adversarial Network in TensorFlow

Deep Learning Resources ⭐ 571

由淺入深的深度學習資源 Collection of deep learning materials for everyone

Tensorflow Vae Gan Draw ⭐ 569

A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).

Fast Srgan ⭐ 559

A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps

Wgan Tensorflow ⭐ 557

a tensorflow implementation of WGAN

Tf Tutorials ⭐ 526

A collection of deep learning tutorials using Tensorflow and Python

Awesome Tensorflow 2 ⭐ 524

👉 Tensorflow 2.x resources such as tutorial, blog, code and videos

Deeplearning.ai ⭐ 503

Some work of Andrew Ng's course on Coursera

Text To Image ⭐ 488

Generative Adversarial Text to Image Synthesis / Please Star -->

Generative Adversarial Networks ⭐ 488

Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs

Tf.gans Comparison ⭐ 474

Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking

Self Attention Gan Tensorflow ⭐ 468

Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)

Official TP-GAN Tensorflow implementation for paper "Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis"

Generative Adversarial Network Tutorial ⭐ 449

Tutorial on creating your own GAN in Tensorflow

Deep Learning Book ⭐ 440

《Deep Learning》《深度学习》 by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Stylegan2 Tensorflow 2.0 ⭐ 419

StyleGAN 2 in Tensorflow 2.0

Dcgan Lsgan Wgan Gp Dragan Tensorflow 2 ⭐ 419

Wassersteingan.tensorflow ⭐ 415

Tensorflow implementation of Wasserstein GAN - arxiv: https://arxiv.org/abs/1701.07875

Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training

Generative Compression ⭐ 397

TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression

Cyclegan Tensorflow 2 ⭐ 384

A tensorflow implementation of google's AC-GAN ( Auxiliary Classifier GAN ).

Advanced Tensorflow ⭐ 358

Little More Advanced TensorFlow Implementations

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

Machine Learning Is All You Need ⭐ 337

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Cyclegan ⭐ 325

Tensorflow implementation of CycleGAN

Inpainting_gmcnn ⭐ 324

Image Inpainting via Generative Multi-column Convolutional Neural Networks, NeurIPS2018

Notebooks ⭐ 313

Machine learning notebooks in different subjects optimized to run in google collaboratory

Gan_review ⭐ 304

A Survey and Taxonomy of the Recent GANs Development，computer vision & time series

Tf 3dgan ⭐ 281

Tensorflow implementation of 3D Generative Adversarial Network.

Mydeeplearning ⭐ 268

A deep learning library to provide algs in pure Numpy or Tensorflow.

Co Mod Gan ⭐ 266

[ICLR 2021, Spotlight] Large Scale Image Completion via Co-Modulated Generative Adversarial Networks

Anogan Tf ⭐ 265

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)

Generative Adversarial Networks ⭐ 262

Tutorial on GANs

Ghost Free Shadow Removal ⭐ 260

[AAAI 2020] Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN

Demo Face Gan ⭐ 258

A demonstration of using a live Tensorflow session to create an interactive face-GAN explorer.

Timeseries_gan ⭐ 246

A tensorflow implementation of GAN ( exactly InfoGAN or Info GAN ) to one dimensional ( 1D ) time series data.

Tf Sndcgan ⭐ 242

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

Hands On Deep Learning Algorithms With Python ⭐ 241

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

Fewshot_gan Unet3d ⭐ 239

Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning

The Gan World ⭐ 237

Everything about Generative Adversarial Networks

Gan Sandbox ⭐ 223

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.

Attentive Gan Derainnet ⭐ 222

Unofficial tensorflow implemention of "Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018) " model https://maybeshewill-cv.github.io/attentive-gan-de

Cyclegan 1 ⭐ 221

Tensorflow implementation of CycleGANs

Stylegan.pytorch ⭐ 216

A PyTorch implementation for StyleGAN with full features.

Awesome Tensorlayer ⭐ 212

A curated list of dedicated resources and applications

Starnet ⭐ 211

Opt Mmd ⭐ 204

Learning kernels to maximize the power of MMD tests

Gans From Theory To Production ⭐ 202

Material for the tutorial: "Deep Diving into GANs: from theory to production"

Biggan Tensorflow ⭐ 198

Simple Tensorflow implementation of "Large Scale GAN Training for High Fidelity Natural Image Synthesis" (BigGAN)

Dcgan_wgan_wgan Gp_lsgan_sngan_rsgan_began_acgan_pggan_tensorflow ⭐ 191

Implementation of some different variants of GANs by tensorflow, Train the GAN in Google Cloud Colab, DCGAN, WGAN, WGAN-GP, LSGAN, SNGAN, RSGAN, RaSGAN, BEGAN, ACGAN, PGGAN, pix2pix, BigGAN

Generative_adversarial_networks_101 ⭐ 190

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

Mlsys Ladder ⭐ 188

Learning Machine Learning, The Chinese Taoist Way

Image_generator ⭐ 180

DCGAN image generator 🖼️.

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