Expert Network HR Org / Heart Rate Analysis Public

Target: Portenta Clone this project

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Heart Rate Analysis

HR/HRV ECG project with Arduino Portenta and Sparkfun AD8232

ECG HR Portenta

About this project

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Data (34 samples)

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stress_c809d1bf-72f1-4ddb-b026-6b758e9b0c92

ID: 1397606873

Label: stress

Sample length: 8m 0s

working_e3ba573e-7cf7-49c6-b920-31cfacc5c00d

ID: 1397600706

Label: working

Sample length: 8m 0s

stress_6c3c79ee-e608-4492-96f5-a4b147b2da2f

ID: 1397606877

Label: stress

Sample length: 8m 0s

stress_23bf1695-9dc9-4363-b5ab-3f17a5df2665

ID: 1397606881

Label: stress

Sample length: 8m 0s

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

ID: 1397606875

Label: stress

Sample length: 8m 0s

simulated_ecg_readings_with_noise

ID: 1397566637

Label: working

Sample length: 4m 0s

working_b722db0f-a1ed-405a-8164-3d727d46cac6

ID: 1397566641

Label: working

Sample length: 4m 0s

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

ID: 1397567531

Label: working

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

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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	6,621
No. of clones	9