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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Background.2022-02-28 22_48_34.696024.csv.2stm8l89.ingestion-dbd44ffcb-kmfhm

ID: 140781606

Label: Background

Sample length: 29ms

Left.2022-02-27 21_44_17.885063.csv.2sr096cn.ingestion-dbd44ffcb-gkzzs

ID: 140781192

Label: Left

Sample length: 29ms

Background.2022-02-28 22_41_12.838171.csv.2stm8n5d.ingestion-dbd44ffcb-xhdjg

ID: 140781731

Label: Background

Sample length: 29ms

Left.2022-02-27 18_07_10.151405.csv.2sqjkdu9.ingestion-dbd44ffcb-kmfhm

ID: 140781252

Label: Left

Sample length: 2ms

Right.2022-02-27 16_53_06.553927.csv.2sqff3ph.ingestion-dbd44ffcb-gkzzs

ID: 140780938

Label: Right

Sample length: 29ms

Left.2022-03-01 10_46_32.261682.csv.2suvbjot.ingestion-dbd44ffcb-gkzzs

ID: 140781127

Label: Left

Sample length: 29ms

Right.2022-02-27 17_44_16.954614.csv.2sqie2lo.ingestion-dbd44ffcb-xhdjg

ID: 140780901

Label: Right

Sample length: 29ms

Left.2022-02-27 18_05_38.782303.csv.2sqjkekv.ingestion-dbd44ffcb-xhdjg

ID: 140781264

Label: Left

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	109,744
No. of clones	22