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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1.2022-09-18 10_54_18.209718

ID: 136142139

Label: 1

Sample length: 19ms

1.2022-09-18 11_18_01.997889

ID: 136142105

Label: 1

Sample length: 20ms

1.2022-09-18 11_18_14.369866

ID: 136142110

Label: 1

Sample length: 19ms

Noise.2022-09-18 10_57_52.210622

ID: 136142189

Label: Noise

Sample length: 19ms

Noise.2022-09-18 10_54_52.949848

ID: 136142155

Label: Noise

Sample length: 19ms

Noise.2022-09-18 10_53_51.640098

ID: 136142132

Label: Noise

Sample length: 18ms

Noise.2022-09-18 11_18_24.510865

ID: 136142115

Label: Noise

Sample length: 20ms

1.2022-09-18 10_54_05.839662

ID: 136142136

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

13 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	23,096
No. of clones	14