Developer Relations / Audio Sensor Fusion - Step 2 Public

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Audio Sensor Fusion - Step 2

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Data (36 samples)

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merged_data.s1.s7

ID: 685149742

Label: extract

Sample length: 5s

merged_data.s1.s1.s1

ID: 685149035

Label: grind

Sample length: 7s

merged_data.s1.s5

ID: 685149629

Label: extract

Sample length: 5s

merged_data.s1.s1.s1

ID: 685149050

Label: grind

Sample length: 6s

merged_data.s1.s3

ID: 685149183

Label: pump

Sample length: 3s

merged_data.s1.s4

ID: 685149810

Label: idle

Sample length: 3s

merged_data.s1.s4

ID: 685149555

Label: grind

Sample length: 5s

merged_data.s1.s1.s2

ID: 685149024

Label: extract

Sample length: 4s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

2105 ms.

Peak RAM usage

242.0K

Flash usage

23.9K

Run this model

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Dataset summary

Data collected

5m 55s

Sensors

z, y, x, audio @ 8KHz

Labels

extract, grind, idle, pump

Project info

Project ID	299865
Project version	2
License	BSD 3-Clause Clear
No. of views	13,934
No. of clones	25