Jens / posture-checker Public

Target: Nordic nRF5340 DK (Cortex-M33 128MHz) Clone this project

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posture-checker

MakeItMatter!

About this project

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Data (25 samples)

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good.4g40rdcf

ID: 711204902

Label: good

Sample length: 10s

bad.4g40svu4

ID: 711204900

Label: bad

Sample length: 10s

bad.4g4180g3

ID: 711204891

Label: bad

Sample length: 10s

bad.4g415ohd

ID: 711204893

Label: bad

Sample length: 10s

good.4g41bgul

ID: 711204886

Label: good

Sample length: 10s

bad.4g41eb3u

ID: 711204890

Label: bad

Sample length: 10s

bad.4g41580i

ID: 711204894

Label: bad

Sample length: 10s

good.4g413v7a

ID: 711204896

Label: good

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

95.0%

On-device performance (Nordic nRF5340 DK (Cortex-M33 128MHz), Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.4K

Flash usage

15.4K

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Dataset summary

Data collected

4m 10s

Sensors

time, flex1, flex2, flex3, roll, pitch, yaw, accelX, accelY, accelZ, magX, magY, magZ @ 1Hz

Labels

bad, good

Project info

Project ID	276797
Project version	1
License	Apache 2.0
No. of views	3,020
No. of clones	2