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Learn how to build an AI-driven squirrel detection system using a camera, Raspberry Pi, and machine learning in this 35-minute conference talk from DevConf.CZ 2025. Discover the complete process of creating an automated bird feeder defense system, from initial concept to implementation challenges. Explore how to leverage large language models for rubber ducking implementation ideas and installation strategies. Understand the technical aspects of fine-tuning existing lightweight models to specifically recognize squirrels in real-time camera feeds. Examine the hardware integration between cameras, Raspberry Pi devices, and deterrent mechanisms. Follow along as the speaker shares both successes and failures encountered during development, including why the system ultimately didn't achieve its goal of keeping squirrels away from bird feeders. Gain insights into practical AI application development, model training techniques, and the realities of deploying computer vision systems in outdoor environments while enjoying a humorous take on the persistent nature of squirrels.
