MJRoBot (Marcelo Rovai) / XIAOML Kit Motion Class - AD Public

Target: XIAOML Kit Clone this project

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XIAOML Kit Motion Class - AD

Accelerometer

About this project

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Data (42 samples)

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maritime.60r3m7ht

ID: 2136486052

Label: maritime

Sample length: 10s

terrestrial.60r38e3p

ID: 2136485717

Label: terrestrial

Sample length: 10s

lift.60r3frb9

ID: 2136486011

Label: lift

Sample length: 10s

maritime.60r3o98q

ID: 2136486070

Label: maritime

Sample length: 10s

terrestrial.60r3cfit

ID: 2136485895

Label: terrestrial

Sample length: 10s

maritime.60r3mnsf

ID: 2136486055

Label: maritime

Sample length: 10s

idle.60r3uqep

ID: 2136486219

Label: idle

Sample length: 10s

lift.60r3hbrj

ID: 2136486020

Label: lift

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

99.4%

On-device performance (XIAOML Kit, Quantized (int8))

Latency

5 ms.

Peak RAM usage

1.7K

Flash usage

16.6K

Run this model

On any device

Clone project

Dataset summary

Data collected

7m 0s

Sensors

accX, accY, accZ @ 50Hz

Labels

idle, lift, maritime, terrestrial

Project info

Project ID	750061
License	3-Clause BSD
No. of views	3,641
No. of clones	2