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In the rapidly evolving landscape of artificial intelligence (AI), it's vital for full stack web developers and system administrators to continually expand their toolbox, incorporating AI-driven solutions to streamline processes and enhance user experiences. One intriguing application of AI that can be integrated directly into the Linux environment is object detection. This article explores how Bash scripting, a powerful tool in the Linux arsenal, can be utilized to create and manage object detection tasks, providing a bridge between traditional server management and cutting-edge AI technologies. Bash, or the Bourne Again Shell, is one of the most ubiquitous command-line interpreters on Linux and UNIX-like systems.