MJRoBot (Marcelo Rovai) / ecg_project_test Public

Target: Cortex-M4F 80MHz Clone this project

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ecg_project_test

About this project

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Data (28,696 samples)

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sr.sr_6969.csv.2bu5pegc

ID: 44005744

Label: sr

Sample length: 100ms

sr.sr_4247.csv.2bu5fjto

ID: 44007853

Label: sr

Sample length: 100ms

sr.sr_13619.csv.2bu75ev7

ID: 44000724

Label: sr

Sample length: 100ms

afib.afib_7810.csv.2bu8giv0

ID: 43993676

Label: afib

Sample length: 100ms

sr.sr_1231.csv.2bu57bl1

ID: 44010221

Label: sr

Sample length: 100ms

afib.afib_6715.csv.2bu8bh9k

ID: 43994548

Label: afib

Sample length: 100ms

sr.sr_2603.csv.2bu5ajbj

ID: 44009133

Label: sr

Sample length: 100ms

afib.afib_8067.csv.2bu8hr7i

ID: 43993476

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	85,169
No. of clones	9