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ESP32-S3 + TinyML: Build a Real-Time Edge AI Home Security System That Runs Without the Cloud

DEV Community·Bit to Build·6 months ago
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#tinyml#esp32#edgeai#smarthome#security
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🔐 Why Edge AI for Home Security?

In 2026, we need security systems that don't rely on cloud 24/7. If your internet goes down, your cloud-based camera is useless. Plus, sensitive data like home video feeds sitting on someone else's server? That's a privacy nightmare waiting to happen.

ESP32-S3 comes with Vector Instructions that accelerate neural network computations, plus built-in Wi-Fi + Bluetooth 5 (LE). All for under — compared to cloud-based AI cameras that charge monthly subscription fees, this is a one-time purchase that just works.

🧠 What is TinyML?

TinyML runs machine learning models directly on tiny devices like the ESP32, instead of sending data to the cloud and waiting for results.…

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