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_53_51.640098

ID: 136142132

Label: Noise

Sample length: 18ms

Noise.2022-09-18 10_58_16.678501

ID: 136142229

Label: Noise

Sample length: 19ms

1.2022-09-18 10_55_19.794960

ID: 136142166

Label: 1

Sample length: 19ms

1.2022-09-18 11_19_09.600143

ID: 136142118

Label: 1

Sample length: 19ms

1.2022-09-18 11_17_31.429964

ID: 136142092

Label: 1

Sample length: 19ms

Noise.2022-09-18 10_54_28.446499

ID: 136142145

Label: Noise

Sample length: 20ms

Noise.2022-09-18 10_58_04.508352

ID: 136142213

Label: Noise

Sample length: 19ms

1.2022-09-18 10_58_18.728262

ID: 136142230

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	39,457
No. of clones	17