Pertti Arvola / demo-model v1 Public

Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) Clone this project

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demo-model v1

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Data (49 samples)

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horizontal.56ee10fk

ID: 1281418556

Label: horizontal

Sample length: 10s

stay.56ee7m8h

ID: 1281418543

Label: stay

Sample length: 10s

horizontal.56edviva

ID: 1281418558

Label: horizontal

Sample length: 10s

vertical.56edn5ul

ID: 1281418568

Label: vertical

Sample length: 10s

horizontal.56edqeqf

ID: 1281418563

Label: horizontal

Sample length: 10s

vertical.56edi1pi

ID: 1281418576

Label: vertical

Sample length: 10s

stay.56ee8adl

ID: 1281418542

Label: stay

Sample length: 10s

vertical.56ednngc

ID: 1281418567

Label: vertical

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

87.7%

Test set

84.0%

On-device performance (Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz), Quantized (int8))

Latency

19 ms.

Peak RAM usage

2.0K

Flash usage

15.9K

Run this model

On any device

Clone project

Dataset summary

Data collected

8m 10s

Sensors

x, y, z @ 52Hz

Labels

horizontal, stay, vertical

Project info

Project ID	530573
License	Apache 2.0
No. of views	2,989
No. of clones	0