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_1155.csv.2bu577d9

ID: 44010281

Label: sr

Sample length: 100ms

afib.afib_6227.csv.2bu89avh

ID: 43994924

Label: afib

Sample length: 100ms

afib.afib_12377.csv.2bu9d3sn

ID: 43990043

Label: afib

Sample length: 100ms

sr.sr_12914.csv.2bu6vta8

ID: 44001268

Label: sr

Sample length: 100ms

afib.afib_10453.csv.2bu8vrtg

ID: 43991578

Label: afib

Sample length: 100ms

sr.sr_2001.csv.2bu597rv

ID: 44009593

Label: sr

Sample length: 100ms

sr.sr_6379.csv.2bu5n3td

ID: 44006188

Label: sr

Sample length: 100ms

sr.sr_14596.csv.2bu7dkld

ID: 43999994

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	93,294
No. of clones	9