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_6615.csv.2bu5o2lq

ID: 44006014

Label: sr

Sample length: 100ms

sr.sr_12901.csv.2bu6vsm7

ID: 44001276

Label: sr

Sample length: 100ms

sr.sr_9030.csv.2bu64qod

ID: 44004149

Label: sr

Sample length: 100ms

afib.afib_7559.csv.2bu8f99b

ID: 43993879

Label: afib

Sample length: 100ms

afib.afib_10913.csv.2bu92ur5

ID: 43991198

Label: afib

Sample length: 100ms

sr.sr_4911.csv.2bu5hnr1

ID: 44007335

Label: sr

Sample length: 100ms

afib.afib_9237.csv.2bu8oc3k

ID: 43992544

Label: afib

Sample length: 100ms

afib.afib_9352.csv.2bu8p32s

ID: 43992449

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

Clone project

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	90,126
No. of clones	9