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_10493.csv.2bu6e0jq

ID: 44003013

Label: sr

Sample length: 100ms

sr.sr_3999.csv.2bu5er5g

ID: 44008041

Label: sr

Sample length: 100ms

sr.sr_12372.csv.2bu6rm0t

ID: 44001643

Label: sr

Sample length: 100ms

afib.afib_12831.csv.2bu9ggg7

ID: 43989674

Label: afib

Sample length: 100ms

sr.sr_5064.csv.2bu5i7qc

ID: 44007222

Label: sr

Sample length: 100ms

afib.afib_10957.csv.2bu937u0

ID: 43991160

Label: afib

Sample length: 100ms

sr.sr_372.csv.2bu5692b

ID: 44010925

Label: sr

Sample length: 100ms

sr.sr_2419.csv.2bu5a4bf

ID: 44009262

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	112,662
No. of clones	10