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_299.png.2tgq46oj

ID: 1920573114

Parking_data_82.png.2tgq3sd9

ID: 1920573111

Parking_data_392.png.2tgq4j4v

ID: 1920573134

Parking_data_465.png.2tgq4jvh

ID: 1920573136

Parking_data_458.png.2tgq4lvp

ID: 1920573147

Parking_data_776.png.2tgq5mge

ID: 1920573181

Parking_data_90.png.2tgq3t2c

ID: 1920573112

Parking_data_473.png.2tgq4ll7

ID: 1920573141

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	9,863
No. of clones	31