Edge Impulse Experts / Muse blinks separately recorded Public

Target: Cortex-M4F 80MHz 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 blinks separately recorded

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 (239 samples)

View all

Noise.2022-09-18 10_55_11.579408

ID: 136142161

Label: Noise

Sample length: 19ms

Noise.2022-09-18 10_58_10.612362

ID: 136142222

Label: Noise

Sample length: 19ms

1.2022-09-18 11_18_57.390956

ID: 136142103

Label: 1

Sample length: 19ms

1.2022-09-18 10_55_44.458783

ID: 136142174

Label: 1

Sample length: 20ms

1.2022-09-18 10_55_32.265800

ID: 136142169

Label: 1

Sample length: 19ms

1.2022-09-18 11_15_46.915479

ID: 136142051

Label: 1

Sample length: 20ms

Noise.2022-09-18 11_16_52.404296

ID: 136142076

Label: Noise

Sample length: 19ms

Noise.2022-09-18 10_54_34.580072

ID: 136142153

Label: Noise

Sample length: 19ms

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

97.2%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

13 ms.

Peak RAM usage

3.0K

Flash usage

23.1K

Run this model

On any device

Clone project

Dataset summary

Data collected

Sensors

A9, A7, A8, A10, B9, B7, B8, B10, D9, D7, D8, D10, T9, T7, T8, T10, G9, G7, G8, G10 @ 1000Hz

Labels

1, 2, Noise

Project info

Project ID	136580
Project version	1
License	No license attached
No. of views	34,527
No. of clones	17