Edge Impulse Inc. / Car Parking Occupancy Detection - FOMO Public

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

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Car Parking Occupancy Detection - FOMO

Object detection

About this project

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Data (127 items)

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Parking_data_561.png.2tgq5a89

ID: 1920573160

Parking_data_755.png.2tgq5ign

ID: 1920573178

Parking_data_790.png.2tgq5mgc

ID: 1920573182

Parking_data_815.png.2tgq5pqp

ID: 1920573184

Parking_data_673.png.2tgq5c9u

ID: 1920573169

Parking_data_2282.png.2tk8c1h8

ID: 1920573203

Parking_data_2266.png.2tk8c10a

ID: 1920573199

Parking_data_613.png.2tgq56cj

ID: 1920573159

Model accuracy, rgb-fomo-63e (Unoptimized (float32))

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Validation set

95.8%

Test set

96.2%

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

Latency

189 ms.

Peak RAM usage

291.3K

Flash usage

69.8K

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Dataset summary

Data collected

127 items

Labels

car

Project info

Project ID	711906
Project version	1
License	BSD 3-Clause Clear
No. of views	16,904
No. of clones	81