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_491.png.2tgq4llc

ID: 1920573142

Parking_data_815.png.2tgq5pqp

ID: 1920573184

Parking_data_194.png.2tgq4gb5

ID: 1920573127

Parking_data_716.png.2tgq5l84

ID: 1920573179

Parking_data_2278.png.2tk8c129

ID: 1920573201

Parking_data_217.png.2tgq4hpg

ID: 1920573132

Parking_data_123.png.2tgq47mg

ID: 1920573117

Parking_data_644.png.2tk8f3q7

ID: 1920573208

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	22,846
No. of clones	109