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_799.csv.2bu7pv9t

ID: 43999277

Label: afib

Sample length: 100ms

afib.afib_14479.csv.2bua0qm0

ID: 43988378

Label: afib

Sample length: 100ms

afib.afib_14169.csv.2bu9s2mk

ID: 43988612

Label: afib

Sample length: 100ms

sr.sr_2705.csv.2bu5asq2

ID: 44009053

Label: sr

Sample length: 100ms

sr.sr_8073.csv.2bu5vd4u

ID: 44004891

Label: sr

Sample length: 100ms

afib.afib_6029.csv.2bu88d95

ID: 43995081

Label: afib

Sample length: 100ms

afib.afib_7284.csv.2bu8dvd1

ID: 43994110

Label: afib

Sample length: 100ms

afib.afib_6503.csv.2bu8ajli

ID: 43994717

Label: afib

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

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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	119,440
No. of clones	10