Edge Impulse Experts / Muse_separately_recorded_events Public

Target: MacBook Pro 16" 2020 (Intel Core i9 2.4GHz) Clone this project

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Muse_separately_recorded_events

Muse

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Data (2,021 samples)

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Left.2022-02-27 21_22_28.865306.csv.2squrlac.ingestion-dbd44ffcb-gkzzs

ID: 140781207

Label: Left

Sample length: 29ms

Right.2022-02-27 21_19_41.397007.csv.2squrl72.ingestion-dbd44ffcb-xhdjg

ID: 140780817

Label: Right

Sample length: 28ms

Left.2022-02-27 18_01_47.400573.csv.2sqjkgad.ingestion-dbd44ffcb-xhdjg

ID: 140781294

Label: Left

Sample length: 29ms

Background.2022-02-28 22_21_56.314851.csv.2stl6389.ingestion-dbd44ffcb-xhdjg

ID: 140781926

Label: Background

Sample length: 29ms

Right.2022-02-27 18_05_35.704695.csv.2sqjkel0.ingestion-dbd44ffcb-kmfhm

ID: 140780846

Label: Right

Sample length: 29ms

Left.2022-02-27 16_08_48.714603.csv.2sqdb9cc.ingestion-dbd44ffcb-kmfhm

ID: 140781473

Label: Left

Sample length: 29ms

Left.2022-02-27 16_30_06.021350.csv.2sqeij2m.ingestion-dbd44ffcb-kmfhm

ID: 140781438

Label: Left

Sample length: 29ms

Right.2022-02-27 16_32_47.700620.csv.2sqeii9k.ingestion-dbd44ffcb-gkzzs

ID: 140781017

Label: Right

Sample length: 29ms

Model accuracy (Unoptimized (float32))

Validation set

78.7%

Test set

69.4%

On-device performance (MacBook Pro 16" 2020 (Intel Core i9 2.4GHz), Unoptimized (float32))

Latency

1 ms.

Flash usage

123.9K

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Dataset summary

Data collected

58s

Sensors

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

Labels

Background, Blink, Left, Right

Project info

Project ID	134934
Project version	1
License	Apache 2.0
No. of views	160,051
No. of clones	23