Edge Impulse Experts / Muse blinks separately recorded Public

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Muse blinks separately recorded

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Data (239 samples)

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Noise.2022-09-18 10_56_44.269674

ID: 136142202

Label: Noise

Sample length: 19ms

Noise.2022-09-18 11_18_30.929030

ID: 136142117

Label: Noise

Sample length: 19ms

Noise.2022-09-18 10_55_48.728362

ID: 136142176

Label: Noise

Sample length: 19ms

Noise.2022-09-18 11_18_18.392866

ID: 136142114

Label: Noise

Sample length: 19ms

1.2022-09-18 10_58_18.728262

ID: 136142230

Label: 1

Sample length: 20ms

1.2022-09-18 10_56_27.992536

ID: 136142195

Label: 1

Sample length: 19ms

1.2022-09-18 10_56_09.264724

ID: 136142188

Label: 1

Sample length: 19ms

1.2022-09-18 11_17_13.031202

ID: 136142086

Label: 1

Sample length: 20ms

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

97.2%

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

Latency

1 ms.

Peak RAM usage

3.0K

Flash usage

23.1K

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Dataset summary

Data collected

Sensors

A9, A7, A8, A10, B9, B7, B8, B10, D9, D7, D8, D10, T9, T7, T8, T10, G9, G7, G8, G10 @ 1000Hz

Labels

1, 2, Noise

Project info

Project ID	136580
Project version	1
License	No license attached
No. of views	39,417
No. of clones	17