Pietro Poluzzi / motion-detection-arduino-rp-2040 Public

Target: Cortex-M4F 80MHz Clone this project

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motion-detection-arduino-rp-2040

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Data (68 samples)

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left-right.3e8houre

ID: 138137400

Label: left-right

Sample length: 10s

forward-backward.3e8ina40

ID: 138137389

Label: forward-backward

Sample length: 10s

left-right.3e4uemd4

ID: 138137406

Label: left-right

Sample length: 10s

up-down.3e8j3ni9

ID: 138137380

Label: up-down

Sample length: 10s

idle.3e4svkgm

ID: 138137413

Label: idle

Sample length: 10s

left-right.3e4uj8ao

ID: 138137405

Label: left-right

Sample length: 10s

forward-backward.3e8iplnc

ID: 138137388

Label: forward-backward

Sample length: 10s

forward-backward.3e8i420m

ID: 138137391

Label: forward-backward

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

99.4%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

12 ms.

Peak RAM usage

2.2K

Flash usage

47.6K

Run this model

On any device

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Dataset summary

Data collected

11m 9s

Sensors

x, y, z @ 100Hz

Labels

forward-backward, idle, left-right, up-down

Project info

Project ID	142159
Project version	1
License	Apache 2.0
No. of views	10,260
No. of clones	2