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149 search results found

Annotated_deep_learning_paper_implementations ⭐ 41,877

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Pytorch Book ⭐ 11,409

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

Mit Deep Learning ⭐ 9,897

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

Leedl Tutorial ⭐ 8,682

《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalech

Deeplearning ⭐ 7,463

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

Machine Learning Notes ⭐ 7,461

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

Pytorch Tutorial ⭐ 7,372

Build your neural network easy and fast, 莫烦Python中文教学

T81_558_deep_learning ⭐ 5,590

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

Animegan2 Pytorch ⭐ 3,976

PyTorch implementation of AnimeGANv2

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.

Faceswap Gan ⭐ 3,134

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

Pixel2style2pixel ⭐ 2,698

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework

Awesome Deeplearning ⭐ 2,670

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

Ml Tutorial Experiment ⭐ 2,352

Coding the Machine Learning Tutorial for Learning to Learn

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)

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Ganspace ⭐ 1,593

Discovering Interpretable GAN Controls [NeurIPS 2020]

Ganotebooks ⭐ 1,335

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

Animegan ⭐ 1,225

A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.

Ydata Synthetic ⭐ 1,201

Synthetic data generators for tabular and time-series data

Image Outpainting ⭐ 1,118

🏖 Keras Implementation of Painting outside the box

Bayesgan ⭐ 1,002

Tensorflow code for the Bayesian GAN (https://arxiv.org/abs/1705.09558) (NIPS 2017)

Coloring Greyscale Images ⭐ 997

Coloring black and white images with deep learning.

Tensorflow Programs And Tutorials ⭐ 981

Implementations of CNNs, RNNs, GANs, etc

Gans In Action ⭐ 929

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

Discogan Pytorch ⭐ 928

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

Tooling for GANs in TensorFlow

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

Intro_dgm ⭐ 758

An Introduction to Deep Generative Modeling: Examples

Gan_stability ⭐ 736

Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"

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

Fewshot Face Translation Gan ⭐ 620

Generative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.

Dct Net ⭐ 618

Official implementation of "DCT-Net: Domain-Calibrated Translation for Portrait Stylization", SIGGRAPH 2022 (TOG); Multi-style cartoonization

Official Implementation for "Pivotal Tuning for Latent-based editing of Real Images" (ACM TOG 2022) https://arxiv.org/abs/2106.05744

Handson Unsupervised Learning ⭐ 604

Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)

Deep Learning From Scratch ⭐ 590

《深度学习入门-基于Python的理论与实现》，包含源代码和高清PDF(带书签)；慕课网imooc《

Deep Learning Resources ⭐ 571

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

Wgan Tensorflow ⭐ 557

a tensorflow implementation of WGAN

LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

Tf Tutorials ⭐ 526

A collection of deep learning tutorials using Tensorflow and Python

Two time-scale update rule for training GANs

Deeplearning.ai ⭐ 503

Some work of Andrew Ng's course on Coursera

Kerasgan ⭐ 501

A couple of simple GANs in Keras

Generative Adversarial Networks ⭐ 488

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

Generative Adversarial Network Tutorial ⭐ 449

Tutorial on creating your own GAN in Tensorflow

Generativemodels ⭐ 445

MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications

PyTorch implementation of GAN-based text-to-speech synthesis and voice conversion (VC)

Dressing In Order ⭐ 428

(ICCV'21) Official code of "Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-on and Outfit Editing" by Aiyu Cui, Daniel McKee and Svetlana Lazebnik

Generative Models ⭐ 414

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

Tensorflow Multigpu Vae Gan ⭐ 399

A single jupyter notebook multi gpu VAE-GAN example with latent space algebra and receptive field visualizations.

Data Science Learning ⭐ 395

Repository of code and resources related to different data science and machine learning topics. For learning, practice and teaching purposes.

Pytorch Tvmisc ⭐ 389

Totally Versatile Miscellanea for Pytorch

Advanced Tensorflow ⭐ 358

Little More Advanced TensorFlow Implementations

Lyrics Conditioned Neural Melody Generation ⭐ 324

Mprgdeeplearninglecturenotebook ⭐ 324

Notebooks ⭐ 313

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

Cartoonify ⭐ 313

Deploy and scale serverless machine learning app - in 4 steps.

CVPR 2022 HFGI: High-Fidelity GAN Inversion for Image Attribute Editing

[SIGGRAPH Asia 2022] IDE-3D: Interactive Disentangled Editing For High-Resolution 3D-aware Portrait Synthesis

Gan Metrics ⭐ 275

An empirical study on evaluation metrics of generative adversarial networks.

Generative_models_tutorial_with_demo ⭐ 268

Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..

Specvqgan ⭐ 262

Source code for "Taming Visually Guided Sound Generation" (Oral at the BMVC 2021)

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

Stylegan2 Projecting Images ⭐ 257

Projecting images to latent space with StyleGAN2.

Shared_colab_notebooks ⭐ 244

A Repo to store the Google Colaboratory Notebooks that I have created and shared

Hands On Deep Learning Algorithms With Python ⭐ 241

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

Navigan ⭐ 241

Navigating the GAN Parameter Space for Semantic Image Editing

Cartoon Stylegan ⭐ 232

Fine-tuning StyleGAN2 for Cartoon Face Generation

Data_science_blogs ⭐ 232

A repository to keep track of all the code that I end up writing for my blog posts.

Histogan ⭐ 218

Reference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).

Pytorch Lesson Zh ⭐ 214

pytorch 包教不包会

Gan_steerability ⭐ 213

On the "steerability" of generative adversarial networks

Starnet ⭐ 211

Gans From Theory To Production ⭐ 202

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

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Gan Tutorial ⭐ 190

Simple Implementation of many GAN models with PyTorch.

Text2art ⭐ 190

AI-powered Text-to-Art Generator - Text2Art.com

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.

Mlss2018 Madrid Gan ⭐ 186

MLSS 2018 Madrid lecture materials on Generative Adversarial Networks (GANs)

A stable algorithm for GAN training

Cartoon Gan ⭐ 182

Image_generator ⭐ 180

DCGAN image generator 🖼️.

Catdcgan ⭐ 178

A DCGAN that generate Cat pictures 🐱‍💻

Keraspp ⭐ 178

코딩셰프의 3분 딥러닝, 케라스맛

Keras Acgan ⭐ 177

Auxiliary Classifier Generative Adversarial Networks in Keras

Aulas da Escola de Inteligência Artificial de São Paulo

Repo 2018 ⭐ 166

Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core

Anime Gan Tensorflow ⭐ 165

The BIGGAN based Anime generation implemented with tensorflow. All training data has been open sourced.

Pix2pix Film ⭐ 156

An implementation of Pix2Pix in Tensorflow for use with frames from films

Gp Unit ⭐ 155

[CVPR 2022] Unsupervised Image-to-Image Translation with Generative Prior

Face_generator ⭐ 154

DCGAN face generator 🧑.

Csa Inpainting ⭐ 149

Coherent Semantic Attention for image inpainting(ICCV 2019)

Coursera Deep Learning ⭐ 143

My notes / works on deep learning from Coursera

Symplectic Gradient Adjustment ⭐ 142

A colab that implements the Symplectic Gradient Adjustment optimizer from "The mechanics of n-player differentiable games"

Implementation of the paper "NetGAN: Generating Graphs via Random Walks".

Swapnet ⭐ 140

Virtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018. Now with Docker support!

3 Min Pytorch ⭐ 135

<펭귄브로의 3분 딥러닝, 파이토치맛> 예제 코드

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