Member-only story
Implementing AI in Termux
(A Complete Guide)
Termux is a powerful terminal emulator for Android that allows users to run a Linux environment directly on their devices.
While it is often used for programming and system administration tasks, it also provides an excellent platform for implementing AI models directly on Android smartphones.
In this article, we will explore how to implement AI in Termux, demonstrate a working AI example, and show you how it can be used in real-life scenarios.
What is Termux?
Termux is a terminal emulator that provides a Linux environment on Android devices. It offers a command-line interface and supports many standard Linux packages.
This makes it a versatile tool for development, system administration, and running scripts or commands directly on Android devices.
Can You Run AI Models on Termux?
Yes, it is entirely possible to implement and run AI models in Termux.
Although Termux doesn’t have native support for GPU acceleration, it is still quite capable for smaller-scale machine learning and AI tasks.
You can leverage popular Python libraries such as TensorFlow, Keras, PyTorch, and Scikit-learn, and run them on your Android device.
How to Set Up Termux for AI Projects
Step 1: Install Termux on Your Android Device
First, download and install Termux from the Google Play Store or from F-Droid. Once installed, open the app to access the terminal environment.
Step 2: Update Termux Packages
After opening Termux, update the package repositories and upgrade all installed packages:
pkg update && pkg upgrad
Step 3: Install Python and Necessary Libraries
For most AI projects, Python is the primary programming language used.
You will need to install Python and some essential libraries for AI development. Run the following commands:
pkg install python
pkg install clang
pkg install libffi
pkg install…
