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.3e8htm2r

ID: 138137395

Label: left-right

Sample length: 10s

up-down.3e8j4nva

ID: 138137378

Label: up-down

Sample length: 10s

forward-backward.3e8i420m

ID: 138137391

Label: forward-backward

Sample length: 10s

up-down.3e8j1khq

ID: 138137383

Label: up-down

Sample length: 10s

idle.3e4svkgm

ID: 138137413

Label: idle

Sample length: 10s

up-down.3e8j3ni9

ID: 138137380

Label: up-down

Sample length: 10s

idle.3e4ssctl

ID: 138137416

Label: idle

Sample length: 10s

idle.3e4srt4c

ID: 138137417

Label: idle

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	8,817
No. of clones	2