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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sr.sr_3474.csv.2bu5d84i

ID: 44008455

Label: sr

Sample length: 100ms

afib.afib_14333.csv.2bu9tkth

ID: 43988483

Label: afib

Sample length: 100ms

sr.sr_6362.csv.2bu5n194

ID: 44006201

Label: sr

Sample length: 100ms

afib.afib_13239.csv.2bu9jich

ID: 43989347

Label: afib

Sample length: 100ms

sr.sr_3121.csv.2bu5cbmo

ID: 44008729

Label: sr

Sample length: 100ms

sr.sr_8196.csv.2bu5vvpk

ID: 44004797

Label: sr

Sample length: 100ms

afib.afib_4194.csv.2bu81mg1

ID: 43996560

Label: afib

Sample length: 100ms

sr.sr_5649.csv.2bu5ka9v

ID: 44006757

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	104,485
No. of clones	9