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_29_22_30.s3

ID: 1318670801

Label: 4-push up

Sample length: 3,040ms

acti_2024_10_27_19_16.s10

ID: 1318597041

Label: 5-pull up

Sample length: 3,040ms

acti_2024_10_27_18_39.s10

ID: 1318597073

Label: walking

Sample length: 3,040ms

acti_2024_10_31_19_56.s47

ID: 1321285380

Label: sitting

Sample length: 400ms

activity_data (1).s13

ID: 1318597191

Label: walking

Sample length: 3,040ms

acti_2024_10_29_22_30.s2

ID: 1318670795

Label: 4-push up

Sample length: 3,040ms

acti_2024_10_31_18_58_2.s17

ID: 1321182518

Label: 3-rowing

Sample length: 3,040ms

acti_2024_10_27_19_16.s23

ID: 1318597317

Label: 5-pull up

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	97,771
No. of clones	7