基于Termux-Proot-Distro的轻量级移动端AI模型部署框架

iming at the problems of resource limitations and fragmented toolchains in mobile AI deployment, this study proposes a lightweight framework based on Termux and Proot-Distro. By building a Ubuntu environment on Android devices, it enables the seamless migration of the AI model deployment environment from the PC Linux side to the Android side. The solution utilizes lightweight container technology to support on-demand deployment of dependencies, balancing performance and resource consumption. Experiments show that the inference efficiency of the framework is comparable to that of similar commercial solutions like AidLux, and it has significant advantages in device compatibility, development flexibility, and cost, providing an open-source and lightweight solution for mobile AI deployment.