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_90.png.2tgq3t2c

ID: 1920573112

Parking_data_703.png.2tgq5dfn

ID: 1920573175

Parking_data_808.png.2tgq5om2

ID: 1920573183

Parking_data_423.png.2tgq4jve

ID: 1920573137

Parking_data_279.png.2tgq4bgu

ID: 1920573120

Parking_data_640.png.2tgq5abi

ID: 1920573164

Parking_data_400.png.2tgq4j52

ID: 1920573135

Parking_data_2261.png.2tk8c0kd

ID: 1920573190

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	28,655
No. of clones	165