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TinyML in Action: Building a bird detector that fits in the palm of your hand
In recent years, artificial intelligence in microcontrollers (TinyML) has gone from being a laboratory curiosity to becoming a real tool for environmental monitoring, health, and industrial automation. This article shows how we transformed gigabytes of raw audio—the songs of six Patagonian species—into a fully INT8-quantized model that takes up just 60 kB of Flash and takes less than a second to classify a clip on an ESP32.