Particle / Doorbell Chimes Public

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You can deploy your impulse to any device. This makes the model run without an internet connection, minimizes latency, and runs with minimal power consumption. Read more.
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Model Optimizations
Model optimizations can increase on-device performance but may reduce accuracy.
Quantized (int8)
Latency
Ram
Flash
Accuracy
MFE Classifier Total
4,625 ms.14 ms. 4,639 ms.
533.1K10.6K 533.1K
-27.6K -
-
Unoptimized (float32)
Latency
Ram
Flash
Accuracy
MFE Classifier Total
4,625 ms.140 ms. 4,765 ms.
533.1K33.4K 533.1K
-24.4K -
99.53%
To compare model accuracy, clone this project and run model testing.
Estimate for Cortex-M4F 80MHz .

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