Edge Impulse Experts / Advanced vehicle security monitoring Public

Target: Arduino Portenta H7 (Cortex-M7 480MHz) Clone this project

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Advanced vehicle security monitoring

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Data (190 items)

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safe_car.5el68kbo

ID: 1515817247

Label: safe_car

potential_window_theft.5el6utdr

ID: 1515817265

Label: potential_window_theft

potential_window_theft.5el7n27v

ID: 1515817321

Label: potential_tyre_theft

potential_window_theft.5el77vvc

ID: 1515817290

Label: potential_window_theft

potential_window_theft.5el7gr7e

ID: 1515817301

Label: potential_window_theft

potential_window_theft.5el7l8kl

ID: 1515817313

Label: potential_tyre_theft

potential_window_theft.5el70f6c

ID: 1515817269

Label: potential_window_theft

potential_window_theft.5el7o6nv

ID: 1515817325

Label: potential_tyre_theft

Model accuracy, Impulse #1 (Unoptimized (float32))

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Validation set

100.0%

Test set

100.0%

On-device performance (Arduino Portenta H7 (Cortex-M7 480MHz), Quantized (int8))

Latency

322 ms.

Peak RAM usage

735.5K

Flash usage

2.6M

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Dataset summary

Data collected

190 items

Labels

potential_tyre_theft, potential_window_theft, safe_car

Project info

Project ID	552230
Project version	1
License	Apache 2.0
No. of views	27,731
No. of clones	5