Edge Impulse Inc. / HRV AFIB - Tabular data Public

Target: Cortex-M4F 80MHz Clone this project

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HRV AFIB - Tabular data

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Data (2,880 samples)

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af.001.npy-62

ID: 1233165540

Label: af

Sample length: 1s

af.003.npy-81

ID: 1233166153

Label: af

Sample length: 1s

af.003.npy-84

ID: 1233166895

Label: af

Sample length: 1s

nonaf.001.npy-4

ID: 1233167773

Label: nonaf

Sample length: 1s

nonaf.015.npy-65

ID: 1233165702

Label: nonaf

Sample length: 1s

af.007.npy-53

ID: 1233166085

Label: af

Sample length: 1s

nonaf.009.npy-3

ID: 1233166363

Label: nonaf

Sample length: 1s

nonaf.010.npy-74

ID: 1233167060

Label: nonaf

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

96.1%

Test set

95.0%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.4K

Flash usage

16.2K

Run this model

On any device

Clone project

Dataset summary

Data collected

48m 0s

Sensors

AVNN_full, SDNN_full, SDSD_full, RangeNN_full, MedianNN_full, rMSSD_full, pNN20_full, pNN50_full, meanHR_full, percentile10NN_full, percentile25NN_full, percentile75NN_full, percentile90NN_full, IQR_full, VLF_RAW_full, VLF_NU_full, LF_RAW_full, LF_NU_full, HF_RAW_full, HF_NU_full, TOT_RAW_full, LFHF_RATIO_full, VLF_PEAK_full, LF_PEAK_full, HF_PEAK_full, sd1_full, sd2_full, ratio_sd2_sd1_full, sampen_full, AVNN_short, SDNN_short, SDSD_short, RangeNN_short, MedianNN_short, rMSSD_short, pNN20_short, pNN50_short, meanHR_short, percentile10NN_short, percentile25NN_short, percentile75NN_short, percentile90NN_short, IQR_short, VLF_RAW_short, VLF_NU_short, LF_RAW_short, LF_NU_short, HF_RAW_short, HF_NU_short, TOT_RAW_short, LFHF_RATIO_short, VLF_PEAK_short, LF_PEAK_short, HF_PEAK_short, sd1_short, sd2_short, ratio_sd2_sd1_short, sampen_short @ 1Hz

Labels

af, nonaf

Project info

Project ID	520145
License	BSD 3-Clause Clear
No. of views	153,395
No. of clones	7