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_3757.csv.2bu8051r

ID: 43996917

Label: afib

Sample length: 100ms

sr.sr_2866.csv.2bu5bdv2

ID: 44008926

Label: sr

Sample length: 100ms

afib.afib_12374.csv.2bu9d3lu

ID: 43990046

Label: afib

Sample length: 100ms

afib.afib_5292.csv.2bu85etv

ID: 43995682

Label: afib

Sample length: 100ms

afib.afib_6792.csv.2bu8brtb

ID: 43994487

Label: afib

Sample length: 100ms

sr.sr_5224.csv.2bu5ipt2

ID: 44007091

Label: sr

Sample length: 100ms

afib.afib_12972.csv.2bu9hhui

ID: 43989563

Label: afib

Sample length: 100ms

afib.afib_2760.csv.2bu7t76r

ID: 43997702

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

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	75,268
No. of clones	9