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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up-down.3e8j751s

ID: 138137377

Label: up-down

Sample length: 10s

left-right.3e4uj8ao

ID: 138137405

Label: left-right

Sample length: 10s

idle.3e4ssctl

ID: 138137416

Label: idle

Sample length: 10s

left-right.3e8hrl85

ID: 138137396

Label: left-right

Sample length: 10s

forward-backward.3e8ir2a5

ID: 138137386

Label: forward-backward

Sample length: 10s

idle.3e4sv5le

ID: 138137415

Label: idle

Sample length: 10s

forward-backward.3e8i2aif

ID: 138137394

Label: forward-backward

Sample length: 10s

up-down.3e8iv7en

ID: 138137385

Label: up-down

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	10,807
No. of clones	2