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_2272.png.2tk8c0i5

ID: 1920573191

Parking_data_716.png.2tgq5l84

ID: 1920573179

Parking_data_664.png.2tgq5c9i

ID: 1920573167

Parking_data_2281.png.2tk8c1dl

ID: 1920573202

Parking_data_2277.png.2tk8c0l7

ID: 1920573193

Parking_data_82.png.2tgq3sd9

ID: 1920573111

Parking_data_536.png.2tgq5276

ID: 1920573154

Parking_data_514.png.2tgq5270

ID: 1920573150

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	20,489
No. of clones	93