Generative Adversarial Network
Generative adversarial networks (GAN) are a class of generative machine learning frameworks. A GAN consists of two competing neural networks, often termed the Discriminator network and the Generator network. GANs have been shown to be powerful generative models and are able to successfully generate new data given a large enough training dataset.
#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, ... 🧠
#自然语言处理#AI 学习课程，12周24节。
#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
DragGAN 是一个AI图像编辑工具，通过鼠标拉伸图像即可自动生成新图像
#计算机科学#Image-to-Image Translation in PyTorch
#计算机科学#深度学习入门教程, 优秀文章, Deep Learning Tutorial
#大语言模型#《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
Bringing Old Photo Back to Life (CVPR 2020 oral)
#计算机科学#Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
#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》)
#计算机科学#A MNIST-like fashion product database. Benchmark 👇
#计算机科学#Image-to-image translation with conditional adversarial nets
#计算机科学#🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
#计算机科学#Keras implementations of Generative Adversarial Networks.
#计算机科学#基于 so-vits-svc4.0(V1)的一个分支，支持实时推理和图形化推理界面，且兼容其模型。
#计算机科学#Build your neural network easy and fast, 莫烦Python中文教学
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。