[Official Repo] Visual Mamba: A Survey and New Outlooks

分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

InstantID: Zero-shot Identity-Preserving Generation in Seconds 🔥

Mamba SSM architecture

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

Introduction and scripts for the paper "PartImageNet: A Large, High-Quality Dataset of Parts" (Ju He, Shuo Yang, Shaokang Yang, Adam Kortylewski, Xiaoding Yuan, Jie-Neng Chen, Shuai Liu, Cheng Yang…

Official PyTorch Implementation of Deep Networks from the Principle of Rate Reduction (2021)

Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)

ReduNet

An open-source remote desktop application designed for self-hosting, as an alternative to TeamViewer.

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

通用的图像分类项目，并以涉黄、涉政、涉恐和普通图片4分类为例。

基于keras集成多种图像分类模型： VGG16、VGG19、InceptionV3、Xception、MobileNet、AlexNet、LeNet、ZF_Net、ResNet18、ResNet34、ResNet50、ResNet_101、ResNet_152、DenseNet

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

A list of Medical imaging datasets.

Awesome GAN for Medical Imaging

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

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 handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

一个基于 electron 的音乐软件

nlp in action

tensorflow实战练习，包括强化学习、推荐系统、nlp等

A curated list of resources for Chinese NLP 中文自然语言处理相关资料

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

Oxford Deep NLP 2017 course

A general-purpose encoder-decoder framework for Tensorflow

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