Manivannan / ECG Analyzer Public

Target: Cortex-M4F 80MHz Clone this project

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ECG Analyzer

About this project

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Data (150 samples)

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First-Degree Heart Block.json.1v95ubla.s4

ID: 72556309

Label: First-Degree Heart Block

Sample length: 3s

First-Degree Heart Block.json.1v95oa1h.s3

ID: 72556295

Label: First-Degree Heart Block

Sample length: 3s

First-Degree Heart Block.json.1v95pl05.s4

ID: 72556297

Label: First-Degree Heart Block

Sample length: 3s

Atrial Fibrillation.json.1v928u0k

ID: 72556333

Label: Atrial Fibrillation

Sample length: 12s

Atrial Fibrillation.json.1vk09hqc.s1

ID: 72556315

Label: Atrial Fibrillation

Sample length: 2s

Atrial Fibrillation.json.1v95bm9f

ID: 72556332

Label: Atrial Fibrillation

Sample length: 16s

Normal.json.1v919mms.s1.s3.s4

ID: 72556321

Label: Normal

Sample length: 3s

First-Degree Heart Block.json.1v95mqju.s1

ID: 72556287

Label: First-Degree Heart Block

Sample length: 3s

Model accuracy (Unoptimized (float32))

Validation set

96.4%

Test set

97.3%

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

6 ms.

Peak RAM usage

14.3K

Flash usage

17.7K

Run this model

On any device

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Dataset summary

Data collected

18m 13s

Sensors

FilteredECG, R-R interval, PR interval @ 202Hz

Labels

Atrial Fibrillation, First-Degree Heart Block, Normal

Project info

Project ID	19449
Project version	3
License	No license attached
No. of views	10,948
No. of clones	55