MJRoBot (Marcelo Rovai) / Pico_Motion_Detection Public

Target: Cortex-M4F 80MHz Clone this project

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Pico_Motion_Detection

Accelerometer

About this project

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Data (28 samples)

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circle.json.2041ppdk

ID: 12107592

Label: circle

Sample length: 10s

left_right.json.2041m9si

ID: 12107602

Label: left_right

Sample length: 10s

resting.json.20420d9g

ID: 12107586

Label: resting

Sample length: 10s

up_down.json.2041i733

ID: 12107606

Label: up_down

Sample length: 10s

resting.json.2041usco

ID: 12107584

Label: resting

Sample length: 10s

left_right.json.2041nv9e

ID: 12107596

Label: left_right

Sample length: 10s

left_right.json.2041ndj3

ID: 12107598

Label: left_right

Sample length: 10s

up_down.json.2041kfm6

ID: 12107601

Label: up_down

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

98.9%

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

5 ms.

Peak RAM usage

3.4K

Flash usage

17.7K

Run this model

On any device

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Dataset summary

Data collected

4m 30s

Sensors

accX, accY, accZ @ 21Hz

Labels

circle, left_right, resting, up_down

Project info

Project ID	20571
Project version	1
License	No license attached
No. of views	15,148
No. of clones	42