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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sr.sr_9295.csv.2bu66a8m

ID: 44003937

Label: sr

Sample length: 100ms

sr.sr_10334.csv.2bu6cqe9

ID: 44003146

Label: sr

Sample length: 100ms

afib.afib_9538.csv.2bu8q4ci

ID: 43992300

Label: afib

Sample length: 100ms

sr.sr_12842.csv.2bu6vcaq

ID: 44001320

Label: sr

Sample length: 100ms

afib.afib_2966.csv.2bu7to22

ID: 43997543

Label: afib

Sample length: 100ms

afib.afib_2217.csv.2bu7s37h

ID: 43998143

Label: afib

Sample length: 100ms

afib.afib_12272.csv.2bu9cbuj

ID: 43990122

Label: afib

Sample length: 100ms

sr.sr_303.csv.2bu567as

ID: 44010991

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	76,190
No. of clones	9