Javier Landazuri / Car Detection v2 Public

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

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Car Detection v2

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Data (29,663 items)

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63981687388ffa

ID: 2531652484

Label: Tail light

a8c3ddf41b1349

ID: 2118987663

Label: Steering Wheel

59c835e9f6f397

ID: 2118989736

Label: Gear Stick

342c2d063c910a

ID: 2531673247

Label: Fog light

88a0628f1ec9e6

ID: 2531675664

Label: Fog light

2479b80cd2ed4c

ID: 2119008697

Label: Dashboard

8fadfa993b1bf8

ID: 2118996406

Label: Console

1bbcc89a557767

ID: 2531672667

Label: Fog light

Model accuracy, CellPhone 160x160 Color 0.35 V2 (Unoptimized (float32))

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Validation set

98.7%

Test set

98.6%

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

Latency

326 ms.

Peak RAM usage

453.3K

Flash usage

997.9K

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Dataset summary

Data collected

29,663 items

Labels

Air intake, Console, Dashboard, Fog light, Gear Stick and 4 others

Project info

Project ID	746082
License	3-Clause BSD
No. of views	173,336
No. of clones	0