Saurabh Datta / simple v1 Public

Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) Clone this project

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simple v1

Audio

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Data (139 samples)

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ambient.4qf96icf

ID: 908520263

Label: ambient

Sample length: 5s

ambient.4qf8u9so

ID: 908518140

Label: ambient

Sample length: 5s

6_train_discomfort

ID: 899916405

Label: discomfort

Sample length: 5s

ambient.4qf94f16

ID: 908520079

Label: ambient

Sample length: 5s

ambient.4qf9eull

ID: 908533858

Label: ambient

Sample length: 5s

17_train_hungry

ID: 899917343

Label: hungry

Sample length: 5s

3_train_sick

ID: 899933641

Label: sick

Sample length: 5s

16_train_ambient

ID: 899910556

Label: ambient

Sample length: 5s

Model accuracy (Unoptimized (float32))

Validation set

95.9%

Test set

81.6%

On-device performance (Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz), Quantized (int8))

Latency

658 ms.

Peak RAM usage

36.0K

Flash usage

35.7K

Run this model

On any device

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Dataset summary

Data collected

11m 36s

Sensor

audio @ 16KHz

Labels

ambient, discomfort, hungry, sick, tired

Project info

Project ID	371694
License	Apache 2.0
No. of views	7,988
No. of clones	14