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分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
StyleGAN - Official TensorFlow Implementation
视频硬字幕提取,生成srt文件。无需申请第三方API,本地实现文本识别。基于深度学习的视频字幕提取框架,包含字幕区域检测、字幕内容提取。A GUI tool for extracting hard-coded subtitle (hardsub) from videos and generating srt files.
⛽️「算法通关手册」:超详细的「算法与数据结构」基础讲解教程,从零基础开始学习算法知识,850+ 道「LeetCode 题目」详细解析,200 道「大厂面试热门题目」。
Code and hyperparameters for the paper "Generative Adversarial Networks"
Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN
The author's officially unofficial PyTorch BigGAN implementation.
Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.
✔️李沐 【动手学深度学习】课程学习笔记:使用pycharm编程,基于pytorch框架实现。
特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现
MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.
After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to k…
A collection of pre-trained StyleGAN 2 models to download
🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.
[CVPR 2022] HairCLIP: Design Your Hair by Text and Reference Image
Official repository for the paper "Instance-Conditioned GAN" by Arantxa Casanova, Marlene Careil, Jakob Verbeek, Michał Drożdżal, Adriana Romero-Soriano.
Simple, extendable, easy to understand Glow implementation in PyTorch
A collection of pre-trained StyleGAN models to download
Unofficial implementation of the paper "Deferred Neural Rendering: Image Synthesis using Neural Textures" in Pytorch.
Generative Flow based Sequence-to-Sequence Toolkit written in Python.