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_131.png.2tgq4bh5

ID: 1920573119

Parking_data_607.png.2tgq56ch

ID: 1920573158

Parking_data_82.png.2tgq3sd9

ID: 1920573111

Parking_data_501.png.2tgq4rl6

ID: 1920573149

Parking_data_268.png.2tgq46mq

ID: 1920573116

Parking_data_2266.png.2tk8c10a

ID: 1920573199

Parking_data_2275.png.2tk8c10f

ID: 1920573197

Parking_data_448.png.2tgq4lvm

ID: 1920573145

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	12,001
No. of clones	46