Expert Network HR Org / Heart Rate Analysis Public

Target: Portenta 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.

Heart Rate Analysis

HR/HRV ECG project with Arduino Portenta and Sparkfun AD8232

ECG HR Portenta

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 (34 samples)

View all

stress_7d0bda72-3f6f-402e-8fcc-8dbad7d698be

ID: 1397606875

Label: stress

Sample length: 8m 0s

working_03899d35-226b-43cb-b1c4-d238dea10064

ID: 1397562071

Label: working

Sample length: 4m 0s

stress_6c3c79ee-e608-4492-96f5-a4b147b2da2f

ID: 1397606877

Label: stress

Sample length: 8m 0s

working_aa7ad914-1a21-44cd-bbb4-84fcf2d58027

ID: 1397567533

Label: working

Sample length: 8m 0s

working_81326879-0389-4e9b-88d1-3d1a7345c13e

ID: 1397567531

Label: working

Sample length: 8m 0s

stress_4cc78a23-bfec-4f00-856d-eb92a509319a

ID: 1397606883

Label: stress

Sample length: 8m 0s

working_b491ccd4-8e6c-41ad-8dd4-eed997bdc87b

ID: 1397566643

Label: working

Sample length: 4m 0s

stress_23bf1695-9dc9-4363-b5ab-3f17a5df2665

ID: 1397606881

Label: stress

Sample length: 8m 0s

Model accuracy (Unoptimized (float32))

Validation set

89.3%

Test set

94.4%

On-device performance (Portenta, Unoptimized (float32))

Latency

11 ms.

Peak RAM usage

17.7K

Flash usage

14.0K

Run this model

On any device

Clone project

Dataset summary

Data collected

2h 33m 46s

Sensor

ecg @ 50Hz

Labels

stress, work, working

Project info

Project ID	558080
License	Apache 2.0
No. of views	9,820
No. of clones	13