MJRoBot (Marcelo Rovai) / ecg_project_test Public

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ecg_project_test

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Data (28,696 samples)

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afib.afib_8600.csv.2bu8kji0

ID: 43993053

Label: afib

Sample length: 100ms

afib.afib_725.csv.2bu7ptgf

ID: 43999342

Label: afib

Sample length: 100ms

afib.afib_10208.csv.2bu8u62a

ID: 43991767

Label: afib

Sample length: 100ms

sr.sr_2347.csv.2bu59ui6

ID: 44009322

Label: sr

Sample length: 100ms

afib.afib_399.csv.2bu7pl76

ID: 43999607

Label: afib

Sample length: 100ms

sr.sr_11867.csv.2bu6o4nj

ID: 44001997

Label: sr

Sample length: 100ms

sr.sr_1788.csv.2bu58gp5

ID: 44009778

Label: sr

Sample length: 100ms

sr.sr_4756.csv.2bu5h65s

ID: 44007455

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

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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	104,490
No. of clones	9