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_5709.csv.2bu5kh3e

ID: 44006710

Label: sr

Sample length: 100ms

afib.afib_9795.csv.2bu8rlh7

ID: 43992091

Label: afib

Sample length: 100ms

sr.sr_6493.csv.2bu5njju

ID: 44006090

Label: sr

Sample length: 100ms

sr.sr_4849.csv.2bu5hhd5

ID: 44007387

Label: sr

Sample length: 100ms

sr.sr_10958.csv.2bu6h6p4

ID: 44002663

Label: sr

Sample length: 100ms

sr.sr_7777.csv.2bu5tqb1

ID: 44005102

Label: sr

Sample length: 100ms

sr.sr_11100.csv.2bu6iad9

ID: 44002556

Label: sr

Sample length: 100ms

afib.afib_1725.csv.2bu7r7fe

ID: 43998526

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	98,408
No. of clones	9