MJRoBot (Marcelo Rovai) / ecg_project_test Public

Target: Cortex-M4F 80MHz Clone this project

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ecg_project_test

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Data (28,696 samples)

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afib.afib_1497.csv.2bu7qsg9

ID: 43998714

Label: afib

Sample length: 100ms

afib.afib_7502.csv.2bu8f08s

ID: 43993924

Label: afib

Sample length: 100ms

sr.sr_11050.csv.2bu6hpp7

ID: 44002593

Label: sr

Sample length: 100ms

sr.sr_10069.csv.2bu6b6ep

ID: 44003339

Label: sr

Sample length: 100ms

afib.afib_7874.csv.2bu8gt1b

ID: 43993628

Label: afib

Sample length: 100ms

afib.afib_10430.csv.2bu8vo5d

ID: 43991596

Label: afib

Sample length: 100ms

sr.sr_13360.csv.2bu73ci8

ID: 44000911

Label: sr

Sample length: 100ms

sr.sr_10223.csv.2bu6c5ei

ID: 44003233

Label: sr

Sample length: 100ms

Model accuracy (Unoptimized (float32))

Validation set

91.8%

Test set

90.8%

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

Latency

5 ms.

Peak RAM usage

3.9K

Flash usage

33.0K

Run this model

On any device

Clone project

Dataset summary

Data collected

47m 50s

Sensor

ecg @ 1000Hz

Labels

afib, sr

Project info

Project ID	43912
Project version	3
License	No license attached
No. of views	85,163
No. of clones	9