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_3524.csv.2bu5dcjp

ID: 44008407

Label: sr

Sample length: 100ms

afib.afib_3529.csv.2bu7vf33

ID: 43997094

Label: afib

Sample length: 100ms

sr.sr_4035.csv.2bu5eupr

ID: 44008014

Label: sr

Sample length: 100ms

afib.afib_2379.csv.2bu7scd9

ID: 43998006

Label: afib

Sample length: 100ms

afib.afib_13756.csv.2bu9nskl

ID: 43988937

Label: afib

Sample length: 100ms

afib.afib_10314.csv.2bu8uu07

ID: 43991692

Label: afib

Sample length: 100ms

afib.afib_14343.csv.2bu9tkv2

ID: 43988480

Label: afib

Sample length: 100ms

afib.afib_10011.csv.2bu8t22g

ID: 43991920

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	98,402
No. of clones	9