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_2285.png.2tk8c22b

ID: 1920573204

Parking_data_180.png.2tgq4gb3

ID: 1920573124

Parking_data_2269.png.2tk8c0ig

ID: 1920573192

Parking_data_2268.png.2tk8c0rg

ID: 1920573195

Parking_data_524.png.2tgq5271

ID: 1920573152

Parking_data_755.png.2tgq5ign

ID: 1920573178

Parking_data_607.png.2tgq56ch

ID: 1920573158

Parking_data_434.png.2tgq4kb8

ID: 1920573138

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	25,398
No. of clones	121