Ilias Katsanis / Motion classification Public

Target: Cortex-M4F 80MHz Clone this project

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Motion classification

Accelerometer

About this project

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Data (66 samples)

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stable.2udk3fjv

ID: 86997327

Label: stable

Sample length: 10s

stable.2udmj7mb

ID: 86997289

Label: stable

Sample length: 10s

fall.2udmddi4

ID: 86997297

Label: fall

Sample length: 56s

stable.2udk4rpv

ID: 86997325

Label: stable

Sample length: 13s

hit.2udma1fq

ID: 86997294

Label: hit

Sample length: 55s

fall.2udlu55k

ID: 86997293

Label: fall

Sample length: 6s

stable.2udm2u07

ID: 86997295

Label: stable

Sample length: 40s

fall.2udkcd3f

ID: 86997317

Label: fall

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

96.0%

Test set

88.1%

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

6 ms.

Peak RAM usage

4.7K

Flash usage

21.5K

Run this model

On any device

Clone project

Dataset summary

Data collected

16m 52s

Sensors

accX, accY, accZ @ 62.5Hz

Labels

fall, hit, stable

Project info

Project ID	88208
Project version	1
License	No license attached
No. of views	1,541
No. of clones	0