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_544.png.2tgq54h5

ID: 1920573155

Parking_data_90.png.2tgq3t2c

ID: 1920573112

Parking_data_2275.png.2tk8c10f

ID: 1920573197

Parking_data_82.png.2tgq3sd9

ID: 1920573111

Parking_data_194.png.2tgq4gb5

ID: 1920573127

Parking_data_649.png.2tk8f2pu

ID: 1920573206

Parking_data_176.png.2tgq4gag

ID: 1920573125

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	15,205
No. of clones	75