Sergio Mesa / Albaricoque Public

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

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Albaricoque

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Data (338 samples)

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Walk2.s23

ID: 2423751588

Label: Walk2

Sample length: 10s

Animal.s10

ID: 2423746290

Label: Animal

Sample length: 10s

Walk4.s3

ID: 2423750088

Label: Walk4

Sample length: 10s

Solo.s22

ID: 2423749802

Label: Solo

Sample length: 10s

Walk3.s10

ID: 2423747872

Label: Walk3

Sample length: 10s

Animal.s23

ID: 2423746658

Label: Animal

Sample length: 10s

Animal.s12

ID: 2423746362

Label: Animal

Sample length: 10s

Walk3.s44

ID: 2423748442

Label: Walk3

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

86.1%

Test set

73.6%

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

Latency

1 ms.

Peak RAM usage

1.7K

Flash usage

18.0K

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Dataset summary

Data collected

56m 19s

Sensors

P1, P2, P3, P4, S1, S2, S3 @ 3.6Hz

Labels

Animal, Solo, Walk1, Walk2, Walk3, Walk4

Project info

Project ID	840164
License	3-Clause BSD
No. of views	6,083
No. of clones	0