Javier Landazuri / Car Detection v2 Public

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

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Car Detection v2

Images

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Data (15,829 items)

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2ba02c782b7d1a

ID: 2118995239

Label: Console

a813b2b00c39ee

ID: 2119007613

Label: Steering Wheel

cfbf381f980290

ID: 2118988149

Label: Steering Wheel

312982898686ee

ID: 2118992308

Label: Dashboard

190622b8f47c72

ID: 2118985962

Label: Steering Wheel

0ab9645fceb9d1

ID: 2118994893

Label: Console

1b60fdfaae61b3

ID: 2119008671

Label: Dashboard

8b26dd6ee1f9ed

ID: 2118987307

Label: Steering Wheel

Model accuracy, Image data, Image, Transfer Learning (Images) (Unoptimized (float32))

View 4 other experiments

Validation set

99.6%

Test set

99.2%

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

Latency

324 ms.

Peak RAM usage

453.3K

Flash usage

872.9K

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Dataset summary

Data collected

15,829 items

Labels

Console, Dashboard, Gear Stick, Steering Wheel, unknown

Project info

Project ID	746082
License	3-Clause BSD
No. of views	28,308
No. of clones	0