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_549.png.2tgq56b3

ID: 1920573157

Parking_data_2279.png.2tk8c11m

ID: 1920573198

Parking_data_630.png.2tgq5a8g

ID: 1920573161

Parking_data_478.png.2tgq4ll8

ID: 1920573139

Parking_data_748.png.2tgq5ifo

ID: 1920573176

Parking_data_434.png.2tgq4kb8

ID: 1920573138

Parking_data_644.png.2tk8f3q7

ID: 1920573208

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	17,132
No. of clones	82