Edge Impulse Experts / Muse_separately_recorded_events Public

Target: MacBook Pro 16" 2020 (Intel Core i9 2.4GHz) Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Muse_separately_recorded_events

Muse

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (2,021 samples)

View all

Background.2022-02-28 22_36_59.891879.csv.2stm8o27.ingestion-dbd44ffcb-gkzzs

ID: 140781797

Label: Background

Sample length: 29ms

Left.2022-02-27 16_50_18.754407.csv.2sqff4un.ingestion-dbd44ffcb-gkzzs

ID: 140781368

Label: Left

Sample length: 29ms

Background.2022-02-28 22_36_56.835931.csv.2stm8o5u.ingestion-dbd44ffcb-xhdjg

ID: 140781792

Label: Background

Sample length: 29ms

Right.2022-02-27 15_41_29.219383.csv.2sqdb9ss.ingestion-dbd44ffcb-gkzzs

ID: 140781078

Label: Right

Sample length: 29ms

Left.2022-03-01 10_46_26.163445.csv.2suvbjr0.ingestion-dbd44ffcb-kmfhm

ID: 140781128

Label: Left

Sample length: 30ms

Background.2022-02-28 22_40_33.232173.csv.2stm8nce.ingestion-dbd44ffcb-kmfhm

ID: 140781736

Label: Background

Sample length: 29ms

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

ID: 140780938

Label: Right

Sample length: 29ms

Right.2022-02-27 16_10_04.867517.csv.2sqdb8tp.ingestion-dbd44ffcb-gkzzs

ID: 140781051

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

Scan QR code or launch in browser

Launch in browser

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	150,920
No. of clones	23