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

Target: Cortex-M4F 80MHz Clone this project

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motion-detection-arduino-rp-2040

About this project

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Data (68 samples)

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up-down.3e8iv7en

ID: 138137385

Label: up-down

Sample length: 10s

forward-backward.3e8i6102

ID: 138137390

Label: forward-backward

Sample length: 10s

left-right.3e8houre

ID: 138137400

Label: left-right

Sample length: 10s

left-right.3e4sj1g5

ID: 138137421

Label: left-right

Sample length: 10s

up-down.3e8jcjqv

ID: 138137375

Label: up-down

Sample length: 10s

idle.3e4t134s

ID: 138137411

Label: idle

Sample length: 10s

left-right.3e4uj8ao

ID: 138137405

Label: left-right

Sample length: 10s

forward-backward.3e8ip2l9

ID: 138137387

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

Clone project

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	9,197
No. of clones	2