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_3385.csv.2bu7v1i6

ID: 43997215

Label: afib

Sample length: 100ms

sr.sr_10358.csv.2bu6d278

ID: 44003122

Label: sr

Sample length: 100ms

sr.sr_6885.csv.2bu5p3fe

ID: 44005812

Label: sr

Sample length: 100ms

sr.sr_11052.csv.2bu6hppd

ID: 44002591

Label: sr

Sample length: 100ms

sr.sr_502.csv.2bu56ddu

ID: 44010814

Label: sr

Sample length: 100ms

sr.sr_804.csv.2bu56osl

ID: 44010565

Label: sr

Sample length: 100ms

sr.sr_14431.csv.2bu7c0v4

ID: 44000120

Label: sr

Sample length: 100ms

sr.sr_7995.csv.2bu5v14p

ID: 44004940

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

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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	93,292
No. of clones	9