Edge Impulse Experts / Bangle Activities 2 Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Bangle Activities 2

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (531 samples)

View all

acti_2024_10_31_19_02.s1

ID: 1321152671

Label: 4-push up

Sample length: 3,040ms

acti_2024_10_27_19_16.s28

ID: 1318597355

Label: 5-pull up

Sample length: 3,040ms

activity_2024_10_26_18_06.s5

ID: 1318596885

Label: walking

Sample length: 3,040ms

acti_2024_10_31_18_58_2.s18

ID: 1321182566

Label: 3-rowing

Sample length: 3,040ms

acti_2024_10_31_18_58_3.s20

ID: 1321183282

Label: 3-rowing

Sample length: 3,040ms

acti_2024_10_26_19_00.s29

ID: 1318597365

Label: walking

Sample length: 160ms

acti_2024_10_31_18_58_1.s14

ID: 1321179196

Label: 3-rowing

Sample length: 3,040ms

acti_2024_10_26_19_00.s5

ID: 1318596867

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

Scan QR code or launch in browser

Launch in browser

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	121,811
No. of clones	8