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annotated_deep_learning_paper_implementations

#计算机科学# 59 篇深度学习论文的实现，并带有详细注释。包括 transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 强化学习 (ppo, dqn), capsnet, distillation, ... 🧠

deep-learning deep-learning-tutorial pytorch gan transformers reinforcement-learning optimizers neural-networks transformer machine-learning

Python56.45 k

3 个月前

#计算机科学# GFPGAN 是腾讯开源的人脸修复算法，它利用预先训练好的面部 GAN（如 StyleGAN2）中封装的丰富和多样的先验因素进行盲脸 (blind face) 修复

pytorch gan deep-learning super-resolution face-restoration image-restoration gfpgan

Python35.91 k

4 个月前

AI-For-Beginners

Microsoft@microsoft

#自然语言处理# AI 学习课程，12周24节。

deep-learning artificial-intelligence machine-learning ai computer-vision nlp cnn rnn gan

Jupyter Notebook34.91 k

11 天前

pytorch-CycleGAN-and-pix2pix

Jun-Yan Zhu@junyanz

#计算机科学# Image-to-Image Translation in PyTorch

翻译 - PyTorch中的图像到图像翻译

pytorch gan cyclegan pix2pix deep-learning computer-vision computer-graphics image-manipulation image-generation generative-adversarial-network

Python23.13 k

6 个月前

#计算机科学# 深度学习入门教程, 优秀文章, Deep Learning Tutorial

deeplearning cnn rnn gan machine-learning tensorflow mxnet deep-learning machinelearning pytorch

Jupyter Notebook14.62 k

3 年前🇨🇳

Avinash Hindupur@hindupuravinash

#计算机科学# A list of all named GANs!

翻译 - 所有已命名GAN的列表！

machine-learning gan generative-adversarial-network

Python14.33 k

1 年前

Datawhale@datawhalechina

#计算机科学# 《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

machine-learning deep-learning leedl-tutorial cnn reinforcement-learning transformer rnn gan pruning self-attention

Jupyter Notebook13.86 k

10 天前

#计算机科学# 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》)

pytorch pytorch-tutorials pytorch-tutorials-cn deep-learning neural-style charrnn gan caption neuraltalk image-classification

Jupyter Notebook12.16 k

1 年前

Zalando Research@zalandoresearch

#计算机科学# A MNIST-like fashion product database. Benchmark 👇

翻译 - 类似于MNIST的时尚产品数据库。基准：point_right：

mnist deep-learning benchmark machine-learning dataset computer-vision fashion fashion-mnist gan zalando

Python11.98 k

2 年前

Erik Linder-Norén@eriklindernoren

#计算机科学# Keras implementations of Generative Adversarial Networks.

翻译 - 生成对抗网络的Keras实现。

deep-learning gan keras generative-adversarial-networks neural-networks

Python9.19 k

2 年前

@PaddlePaddle • 百度

飞桨生成对抗网络开发套件--PaddleGAN，为开发者提供经典及前沿的生成对抗网络高性能实现，并支撑开发者快速构建、训练及部署生成对抗网络，以供学术、娱乐及产业应用。

gan cyclegan pix2pix super-resolution image-generation image-editing motion-transfer photo2cartoon psgan resolution

Python7.91 k

5 个月前

TensorLayer Community@tensorlayer

#计算机科学# Deep Learning and Reinforcement Learning Library for Scientists and Engineers

翻译 - 面向科学家的深度学习和强化学习库🔥

tensorlayer deep-learning tensorflow machine-learning neural-network reinforcement-learning artificial-intelligence gan a3c tensorflow-tutorials

Python7.34 k

2 年前

NVIDIA Corporation@NVIDIA

#计算机科学# Synthesizing and manipulating 2048x1024 images with conditional GANs

翻译 - 使用条件GAN合成和处理2048x1024图像

gan deep-learning deep-neural-networks pytorch pix2pix image-to-image-translation generative-adversarial-network computer-vision computer-graphics

Python6.67 k

18 天前

Distributed (Deep) Machine Learning Community@dmlc

#计算机科学# Gluon CV Toolkit

翻译 - Gluon CV工具包

deep-learning computer-vision neural-network gluon mxnet machine-learning image-classification object-detection semantic-segmentation gan

Python5.84 k

7 个月前

An arbitrary face-swapping framework on images and videos with one single trained model!

翻译 - SimSwap (ACM MM 2020) 官方项目

face deepfakes faceswap gan swap deepfacelab image-manipulation video pytorch

Python4.56 k

4 个月前

animegan2-pytorch

PyTorch implementation of AnimeGANv2

翻译 - AnimeGANv2 的 PyTorch 实现

image2image style-transfer gan

Jupyter Notebook4.41 k

2 年前

#计算机科学# 人像卡通化探索项目 (photo-to-cartoon translation project)

cartoon deep-learning computer-vision gan avatar-generator

Python3.96 k

2 年前

TensorLayer Community@tensorlayer

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

翻译 - 使用生成对抗网络的逼真的单图像超分辨率

tensorlayer tensorflow super-resolution gan cnn srgan vgg16 vgg19 vgg

Python3.33 k

9 个月前

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

翻译 - 该文件的pytorch官方实现：“ SinGAN：从单个自然图像中学习生成模型”

singan gan official single-image harmonization animation single-image-animation single-image-generation image-edit arbitrery-sizes

Python3.31 k

1 年前

awesome-DeepLearning

@PaddlePaddle • 百度

#自然语言处理# 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

cnn rnn detection classification gan video segmentation pose nlp recommender-system

Jupyter Notebook3.12 k

4 个月前

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