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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Right.2022-02-27 17_43_09.867906.csv.2sqie354.ingestion-dbd44ffcb-gkzzs

ID: 140780914

Label: Right

Sample length: 29ms

Left.2022-02-27 21_22_47.259598.csv.2squrkia.ingestion-dbd44ffcb-xhdjg

ID: 140781200

Label: Left

Sample length: 29ms

Right.2022-02-27 16_12_00.660884.csv.2sqdb9bf.ingestion-dbd44ffcb-kmfhm

ID: 140781042

Label: Right

Sample length: 29ms

Left.2022-02-27 15_41_32.254429.csv.2sqdb9sr.ingestion-dbd44ffcb-kmfhm

ID: 140781492

Label: Left

Sample length: 29ms

Right.2022-02-27 21_43_44.376042.csv.2sr096hp.ingestion-dbd44ffcb-gkzzs

ID: 140780782

Label: Right

Sample length: 29ms

Right.2022-02-27 21_20_42.316588.csv.2squrks0.ingestion-dbd44ffcb-xhdjg

ID: 140780805

Label: Right

Sample length: 29ms

Right.2022-03-01 10_47_36.897784.csv.2suvblf0.ingestion-dbd44ffcb-kmfhm

ID: 140780719

Label: Right

Sample length: 29ms

Background.2022-02-28 22_37_27.274927.csv.2stm8o05.ingestion-dbd44ffcb-gkzzs

ID: 140781782

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	118,727
No. of clones	22