espdl
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On-device audio classifier for theESP32-S3 that detects whether an electric pump is running. Captures stereo I2S audio, runs a quantised INT8 CNN on mel-spectrograms in ~31 ms per 1-second window, and reports ON/OFF state over TCP or MQTT. Includes Rust firmware, host-side receivers, PyTorch training pipeline, and a CT-clamp PCB
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May 7, 2026 - Rust
Native Rust exporter for converting Burn model graphs into ESP-DL .espdl files for ESP32-S3 INT8 inference
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Updated
May 8, 2026 - Rust
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