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_3914.csv.2bu5eifs

ID: 44008107

Label: sr

Sample length: 100ms

sr.sr_12646.csv.2bu6ts9k

ID: 44001434

Label: sr

Sample length: 100ms

sr.sr_93.csv.2bu5602d

ID: 44011159

Label: sr

Sample length: 100ms

afib.afib_13480.csv.2bu9lm2a

ID: 43989154

Label: afib

Sample length: 100ms

sr.sr_9700.csv.2bu68q9i

ID: 44003626

Label: sr

Sample length: 100ms

afib.afib_12253.csv.2bu9c7lk

ID: 43990138

Label: afib

Sample length: 100ms

sr.sr_5884.csv.2bu5l5d5

ID: 44006579

Label: sr

Sample length: 100ms

sr.sr_9894.csv.2bu69tu4

ID: 44003469

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	112,659
No. of clones	10