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.56ee1ieq

ID: 1281418555

Label: horizontal

Sample length: 10s

stay.56ee721m

ID: 1281418544

Label: stay

Sample length: 10s

stay.56ee7m8h

ID: 1281418543

Label: stay

Sample length: 10s

vertical.56edldlm

ID: 1281418571

Label: vertical

Sample length: 10s

stay.56ee9s8a

ID: 1281418540

Label: stay

Sample length: 10s

horizontal.56edoni4

ID: 1281418566

Label: horizontal

Sample length: 10s

stay.56ee6dho

ID: 1281418545

Label: stay

Sample length: 10s

vertical.56edmluf

ID: 1281418569

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	3,002
No. of clones	0