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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vertical.56edhb6k

ID: 1281418577

Label: vertical

Sample length: 10s

vertical.56edk8bg

ID: 1281418573

Label: vertical

Sample length: 10s

vertical.56edn5ul

ID: 1281418568

Label: vertical

Sample length: 10s

stay.56ee446i

ID: 1281418551

Label: stay

Sample length: 10s

vertical.56edj0vu

ID: 1281418575

Label: vertical

Sample length: 10s

vertical.56edjnfe

ID: 1281418574

Label: vertical

Sample length: 10s

horizontal.56ee0bv5

ID: 1281418557

Label: horizontal

Sample length: 10s

stay.56eeagml

ID: 1281418529

Label: stay

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

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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	2,740
No. of clones	0