Edge Impulse Experts / Muse blinks separately recorded Public

Target: Cortex-M4F 80MHz Clone this project

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Muse blinks separately recorded

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Data (239 samples)

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1.2022-09-18 10_57_29.551324

ID: 136142219

Label: 1

Sample length: 19ms

1.2022-09-18 11_16_48.251287

ID: 136142075

Label: 1

Sample length: 20ms

1.2022-09-18 10_54_05.839662

ID: 136142136

Label: 1

Sample length: 20ms

Noise.2022-09-18 11_17_23.277975

ID: 136142090

Label: Noise

Sample length: 19ms

Noise.2022-09-18 10_56_19.694418

ID: 136142193

Label: Noise

Sample length: 19ms

Noise.2022-09-18 10_57_08.780973

ID: 136142214

Label: Noise

Sample length: 19ms

Noise.2022-09-18 11_19_01.470316

ID: 136142098

Label: Noise

Sample length: 19ms

1.2022-09-18 10_54_36.645633

ID: 136142147

Label: 1

Sample length: 19ms

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

Run this model

On any device

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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	32,568
No. of clones	17