imisslovelove / AidLearning-FrameWork

🔥🔥AidLearning is a powerful mobile development platform, AidLearning builds a linux env supporting GUI, deep learning and visual IDE on Android...Now Aid supports OpenCL (GPU+NPU) for high performance acceleration...Linux on Android / HarmonyOS

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

AidLearning is a mobile AI development platform that supports all mainstream development frameworks and tools for deep learning and neural networks.

It has a unique cpu+gpu acceleration technology, that brings a significant boost on performance of deep-learning algorithm by the built-in tflite_gpu module. At the same time, AidLearning also provides developers with popular development tools, such as VSCode and Jupyter Notebook.

Usage

The lastest version of release is in the link below (About 20MB):

【AidLearning v0.87F3】

• Install and Config
• Dev Docs
• Sample Code

Architecture

There're two parts of the AidLearning framework: the Linux environment and the AI programming platform.

The Linux environment is composed of Terminal and Desktop. A complete Linux environment on Android is built underlying Linux kernel and busybox command package. Similar to the original Linux system, users can install any dependency package through apt command. Also, a graphical operating desktop based on web is provided for users, which can help them operate directly through touching screen.

AidLearning also provides a cloud desktop function, which means the mobile device is accessable via LAN for computers with Aidlearning Framework.

The AI programming platform part consists of a deep learning framework and a Python visual programming framework. AidLearning contains all the current mainstream deep learning frameworks, which are responsible for model loading, scheduling of computational graphs, memory allocation for each computation, and Op implementation. Mean while, a python visualization development platform, which can run and debug Python code in real time, is created for developers. They can design the app's interface, compile and package it with one click, and quickly develop AI applications through AidLearning's built-in apk dev-tools.

Built-in Tools

• AidCode
• File Manager
• icloud
• Blocky
• Service
• Apkbuild
• Jupyter notebook
• X Mode
• VSCode
• XFce4

Contribution to AidLearning

• Code Contributions
• System Extends
• Update Logs

Community & Feedback

• AidLearning Official Website
• AidLearning Forum

Groupchat in QQ

License

• GPL 3.0

Acknowledgements

Contributors：bill、flay、gondon、willam、gugu、yoline777、qidiso、yuge等。

Repos list below：

• VTE (libvte): Terminal emulator widget for GTK+, mainly used in gnome-terminal. Source, Open Issues, and All (including closed) issues.
• iTerm 2: OS X terminal application. Source, Issues and Documentation (which includes iTerm2 proprietary escape codes).
• Konsole: KDE terminal application. Source, in particular tests, Bugs and Wishes.
• hterm: JavaScript terminal implementation from Chromium. Source, including tests, and Google group.
• xterm: The grandfather of terminal emulators. Source.
• Connectbot: Android SSH client. Source
• Android Terminal Emulator: Android terminal app which Termux terminal handling is based on. Inactive. Source.
• Termux: Android terminal and Linux environment - app repository. Source.
• remi:Python REMote Interface library. Platform independent. In about 100 Kbytes, perfect for your diet.Source.
• Caffe
• Tensorflow
• Mxnet
• Keras
• ncnn
• pytorch
• opencv