https://github.com/aidlearning/aidlearning-framework

🔥🔥🔥AidLearning is a powerful AIOT development platform, AidLearning builds a linux env supporting GUI, deep learning and visual IDE on Android...Now Aid supports CPU+GPU+NPU for inference with high performance acceleration...Linux on Android or HarmonyOS
https://github.com/aidlearning/aidlearning-framework

aios aiot android android-hacking android-linux android-linux-ai android-opencl jupyter linux linux-android linux-on-android macos-on-android opencl py2apk python python-for-android terminal tflite vscode

Last synced: about 2 hours ago
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🔥🔥🔥AidLearning is a powerful AIOT development platform, AidLearning builds a linux env supporting GUI, deep learning and visual IDE on Android...Now Aid supports CPU+GPU+NPU for inference with high performance acceleration...Linux on Android or HarmonyOS

• Host: GitHub
• URL: https://github.com/aidlearning/aidlearning-framework
• Owner: aidlearning
• License: other
• Created: 2019-04-19T06:01:12.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2024-04-09T01:39:58.000Z (6 months ago)
• Last Synced: 2024-09-23T21:32:00.223Z (about 20 hours ago)
• Topics: aios, aiot, android, android-hacking, android-linux, android-linux-ai, android-opencl, jupyter, linux, linux-android, linux-on-android, macos-on-android, opencl, py2apk, python, python-for-android, terminal, tflite, vscode
• Language: Python
• Homepage: https://docs.aidlux.com
• Size: 76.7 MB
• Stars: 5,568
• Watchers: 218
• Forks: 706
• Open Issues: 17
• Metadata Files:
  • Readme: README-cn-old.md
  • Funding: .github/FUNDING.yml
  • License: license.md
  • Security: SECURITY.md

Awesome Lists containing this project

README

        


  

  


  Linux, AI, Python, GUI: 4-in-1 Environments Running on Android. [中文版] [English]





  

  

  

  

   









[AidLearning](http://www.aidlearning.net)是一个移动端的AI开发平台，支持所有主流深度学习神经网络的开发框架和工具。

它采用了独特的cpu+gpu加速技术，内置的tflite_gpu模块能够赋予深度学习算法性能上的大幅度提升。同时，AidLearning为开发者提供了VSCode、Jupiter Notebook等开发工具。

目前，AidLearning已在各大App应用中心上线，下载启动次数超过200万。





## 开始使用

点击以下链接即可下载最新的安装包（约20M）：

[【AidLearning v0.87F3】](https://github.com/aidlearning/AidLearning-FrameWork/releases/download/v0.87F3/aidv0.87F3.apk) [【国内镜像】](https://download.s21i.faiusr.com/23668748/0/0/ABUIABBKGAAgsdH_gQYo-PrV4wU?f=aidv0.87F3.apk&v=1614784689) 

- [安装配置](https://www.aidlearning.net/showdoc/web/#/5?page_id=26)

- [开发文档](https://www.aidlearning.net/showdoc/web/#/5?page_id=23)

- [示例代码](https://www.aidlearning.net/showdoc/web/#/5?page_id=40)

## 架构设计

AidLearning FrameWork可以分为Linux环境和AI编程平台两部分。

Linux环境由Terminal和Desktop构成。前者基于Android底层Linux kernel和busybox命令包构建了完整Linux的环境。和原生Linux系统类似，用户可以通过apt命令安装任何依赖包；后者基于web构建了图形化操作桌面，用户可以直接通过触摸屏进行操作。

AidLearning同时提供了云桌面功能，桌面端可以通过局域网访问手机内容。

AI编程平台由深度学习框架和Python可视化编程框架构成。前者包含了所有目前的主流深度学习框架，负责模型的加载、计算图的调度，各计算的内存分配、Op实现。后者构建了Python可视化快速开发平台，不仅可以实时运行、调试Python代码。

用户可以通过AidLearning内置的[apk开发工具](https://www.aidlearning.net/showdoc/web/#/5?page_id=31)设计应用界面、一键编译打包，快速开发人工智能应用。

## 内置工具

- [AidCode](https://www.aidlearning.net/showdoc/web/#/5?page_id=28)

- [文件管理器](https://www.aidlearning.net/showdoc/web/#/5?page_id=27)

- [云桌面icloud](https://www.aidlearning.net/showdoc/web/#/5?page_id=29)

- [Blocky积木编程](https://www.aidlearning.net/showdoc/web/#/5?page_id=34)

- [Service-依赖包、系统服务](https://www.aidlearning.net/showdoc/web/#/5?page_id=33)

- [Apkbuild](https://www.aidlearning.net/showdoc/web/#/5?page_id=31)

- [Jupyter notebook](https://www.aidlearning.net/showdoc/web/#/5?page_id=30)

- [X模式--兼容开发模式](https://www.aidlearning.net/showdoc/web/#/5?page_id=36)

- [VSCode](https://www.aidlearning.net/showdoc/web/#/5?page_id=32)

- [XFce4-Linux原生桌面](https://www.aidlearning.net/showdoc/web/#/5?page_id=35)

## 贡献与参与

- [贡献代码](https://www.aidlearning.net/showdoc/web/#/5?page_id=39)

- [系统扩展](https://www.aidlearning.net/showdoc/web/#/5?page_id=38)

- [更新日志](https://www.aidlearning.net/showdoc/web/#/5?page_id=24)

## 交流与反馈

- [AidLearning官网](http://www.aidlearning.net) 

- [AidLearning官方论坛](http://new.aidlearning.net/)

QQ交流群



## License

- [GPL 3.0](license.md)

## 致谢

AidLearning参与人员：bill、flay、gondon、willam、gugu、yoline777、qidiso、yuge等。

下列项目：

* VTE (libvte): Terminal emulator widget for GTK+, mainly used in gnome-terminal. [Source](https://github.com/GNOME/vte), [Open Issues](https://bugzilla.gnome.org/buglist.cgi?quicksearch=product%3A%22vte%22+), and [All (including closed) issues](https://bugzilla.gnome.org/buglist.cgi?bug_status=RESOLVED&bug_status=VERIFIED&chfield=resolution&chfieldfrom=-2000d&chfieldvalue=FIXED&product=vte&resolution=FIXED).

* iTerm 2: OS X terminal application. [Source](https://github.com/gnachman/iTerm2), [Issues](https://gitlab.com/gnachman/iterm2/issues) and [Documentation](http://www.iterm2.com/documentation.html) (which includes [iTerm2 proprietary escape codes](http://www.iterm2.com/documentation-escape-codes.html)).

* Konsole: KDE terminal application. [Source](https://projects.kde.org/projects/kde/applications/konsole/repository), in particular [tests](https://projects.kde.org/projects/kde/applications/konsole/repository/revisions/master/show/tests), [Bugs](https://bugs.kde.org/buglist.cgi?bug_severity=critical&bug_severity=grave&bug_severity=major&bug_severity=crash&bug_severity=normal&bug_severity=minor&bug_status=UNCONFIRMED&bug_status=NEW&bug_status=ASSIGNED&bug_status=REOPENED&product=konsole) and [Wishes](https://bugs.kde.org/buglist.cgi?bug_severity=wishlist&bug_status=UNCONFIRMED&bug_status=NEW&bug_status=ASSIGNED&bug_status=REOPENED&product=konsole).

* hterm: JavaScript terminal implementation from Chromium. [Source](https://github.com/chromium/hterm), including [tests](https://github.com/chromium/hterm/blob/master/js/hterm_vt_tests.js), and [Google group](https://groups.google.com/a/chromium.org/forum/#!forum/chromium-hterm).

* xterm: The grandfather of terminal emulators. [Source](http://invisible-island.net/datafiles/release/xterm.tar.gz).

* Connectbot: Android SSH client. [Source](https://github.com/connectbot/connectbot)

* Android Terminal Emulator: Android terminal app which Termux terminal handling is based on. Inactive. [Source](https://github.com/jackpal/Android-Terminal-Emulator).

* Termux: Android terminal and Linux environment - app repository. [Source](https://github.com/termux/termux-app).

* remi:Python REMote Interface library. Platform independent. In about 100 Kbytes, perfect for your diet.[Source](https://github.com/dddomodossola/remi).

* [Caffe](https://github.com/BVLC/caffe)

* [Tensorflow](https://github.com/tensorflow/tensorflow)

* [Mxnet](https://github.com/apache/incubator-mxnet)

* [Keras](https://github.com/keras-team/keras)

* [ncnn](https://github.com/Tencent/ncnn)

* [pytorch](https://github.com/pytorch/pytorch)

* [opencv](https://github.com/opencv/opencv)