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_25_50.954831.csv.2stl629d.ingestion-dbd44ffcb-kmfhm

ID: 140781900

Label: Background

Sample length: 29ms

Background.2022-02-28 22_47_33.848457.csv.2stm8llt.ingestion-dbd44ffcb-xhdjg

ID: 140781626

Label: Background

Sample length: 29ms

Right.2022-02-27 16_31_16.213385.csv.2sqeiirc.ingestion-dbd44ffcb-gkzzs

ID: 140781024

Label: Right

Sample length: 29ms

Background.2022-02-28 22_31_23.218714.csv.2stl607l.ingestion-dbd44ffcb-gkzzs

ID: 140781811

Label: Background

Sample length: 29ms

Background.2022-02-28 22_27_04.084201.csv.2stl6202.ingestion-dbd44ffcb-kmfhm

ID: 140781873

Label: Background

Sample length: 29ms

Background.2022-02-28 22_44_00.505167.csv.2stm8mlb.ingestion-dbd44ffcb-gkzzs

ID: 140781677

Label: Background

Sample length: 29ms

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

ID: 140781731

Label: Background

Sample length: 29ms

Right.2022-02-27 16_52_42.187558.csv.2sqff41n.ingestion-dbd44ffcb-xhdjg

ID: 140780946

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

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	115,230
No. of clones	22