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.2022-03-01 10_46_35.329455.csv.2suvbjo6.ingestion-dbd44ffcb-kmfhm

ID: 140781129

Label: Left

Sample length: 29ms

Right.2022-02-27 16_51_41.145971.csv.2sqff4gf.ingestion-dbd44ffcb-kmfhm

ID: 140780956

Label: Right

Sample length: 29ms

Background.2022-02-28 22_26_12.290261.csv.2stl626t.ingestion-dbd44ffcb-xhdjg

ID: 140781886

Label: Background

Sample length: 29ms

Left.2022-02-27 21_18_25.265832.csv.2squrlh2.ingestion-dbd44ffcb-kmfhm

ID: 140781244

Label: Left

Sample length: 29ms

Background.2022-02-28 22_25_32.699090.csv.2stl62dd.ingestion-dbd44ffcb-kmfhm

ID: 140781902

Label: Background

Sample length: 29ms

Right.2022-02-27 21_45_40.058894.csv.2sr095tm.ingestion-dbd44ffcb-gkzzs

ID: 140780769

Label: Right

Sample length: 29ms

Left.2022-02-27 21_47_44.865318.csv.2sr095ri.ingestion-dbd44ffcb-xhdjg

ID: 140781162

Label: Left

Sample length: 29ms

Background.2022-02-28 22_45_28.889215.csv.2stm8mb2.ingestion-dbd44ffcb-gkzzs

ID: 140781662

Label: Background

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

Run this model

On any device

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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	120,306
No. of clones	22