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.2022-02-27 16_35_41.490482.csv.2sqeih95.ingestion-dbd44ffcb-gkzzs

ID: 140781398

Label: Left

Sample length: 29ms

Left.2022-02-27 18_04_43.915027.csv.2sqjkf5h.ingestion-dbd44ffcb-xhdjg

ID: 140781270

Label: Left

Sample length: 29ms

Background.2022-02-28 22_22_35.916706.csv.2stl634l.ingestion-dbd44ffcb-gkzzs

ID: 140781958

Label: Background

Sample length: 29ms

Left.2022-02-27 15_37_34.731424.csv.2sqdbasd.ingestion-dbd44ffcb-xhdjg

ID: 140781523

Label: Left

Sample length: 29ms

Background.2022-02-28 22_27_07.117716.csv.2stl61vj.ingestion-dbd44ffcb-xhdjg

ID: 140781878

Label: Background

Sample length: 29ms

Background.Relax.1.2022-02-26 23_32_52.975704.csv.2t5369nn.ingestion-7647895c44-xnl88

ID: 140781566

Label: Background

Sample length: 29ms

Left.2022-02-27 18_02_36.162312.csv.2sqjkg0l.ingestion-dbd44ffcb-gkzzs

ID: 140781281

Label: Left

Sample length: 29ms

Background.2022-02-28 22_41_40.255179.csv.2stm8n3d.ingestion-dbd44ffcb-xhdjg

ID: 140781724

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

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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	154,614
No. of clones	23