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_29_36.495636.csv.2stl60v7.ingestion-dbd44ffcb-kmfhm

ID: 140781836

Label: Background

Sample length: 29ms

Left.2022-02-27 18_05_32.678513.csv.2sqjkel6.ingestion-dbd44ffcb-gkzzs

ID: 140781262

Label: Left

Sample length: 29ms

Background.2022-02-28 22_49_26.497791.csv.2stm8kkp.ingestion-dbd44ffcb-kmfhm

ID: 140781599

Label: Background

Sample length: 29ms

Right.2022-02-27 16_37_28.290128.csv.2sqeig2k.ingestion-dbd44ffcb-gkzzs

ID: 140780980

Label: Right

Sample length: 29ms

Right.2022-02-27 17_45_17.977420.csv.2sqie3re.ingestion-dbd44ffcb-kmfhm

ID: 140780896

Label: Right

Sample length: 29ms

Left.2022-02-27 16_49_54.294549.csv.2sqff54m.ingestion-dbd44ffcb-xhdjg

ID: 140781374

Label: Left

Sample length: 29ms

Right.2022-02-27 16_52_36.109662.csv.2sqff43t.ingestion-dbd44ffcb-xhdjg

ID: 140780943

Label: Right

Sample length: 29ms

Right.2022-03-01 10_47_27.709247.csv.2suvbj8s.ingestion-dbd44ffcb-xhdjg

ID: 140780720

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	103,356
No. of clones	21