Edge Impulse Experts / Bangle Activities 2 Public

Target: Cortex-M4F 80MHz Clone this project

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Bangle Activities 2

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Data (531 samples)

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acti_2024_10_31_18_58_2.s14

ID: 1321182426

Label: 3-rowing

Sample length: 3,040ms

activity_data (1).s17

ID: 1318597285

Label: walking

Sample length: 3,040ms

acti_2024_10_31_19_56.s40

ID: 1321285026

Label: sitting

Sample length: 3,040ms

activity_data (1).s31

ID: 1318597385

Label: running

Sample length: 3,040ms

acti_2024_10_29_22_27.s30

ID: 1318670946

Label: 5-pull up

Sample length: 3,040ms

acti_2024_10_26_19_10.s24

ID: 1318597327

Label: sitting

Sample length: 3,040ms

acti_2024_10_29_22_27.s14

ID: 1318670865

Label: 5-pull up

Sample length: 3,040ms

activity_2024_10_26_18_06.s5

ID: 1318596885

Label: walking

Sample length: 3,040ms

Model accuracy, Impulse #35 (Unoptimized (float32))

View 3 other experiments

Validation set

95.2%

Test set

89.9%

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

Latency

1 ms.

Peak RAM usage

1.6K

Flash usage

17.0K

Run this model

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Dataset summary

Data collected

26m 23s

Sensors

x, y, z @ 12.5Hz

Labels

3-rowing, 4-push up, 5-pull up, running, sitting, walking

Project info

Project ID	544247
License	Apache 2.0
No. of views	57,366
No. of clones	5