Edge Impulse Inc. / Cars binary classifier - EON Tuner Search Space Public

Target: Arduino Portenta H7 (Cortex-M7 480MHz) Clone this project

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Cars binary classifier - EON Tuner Search Space

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About this project

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Data (1,495 items)

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cars.03116.23l5ffkq.ingestion-75d65f8bf8-xqqb9.jpg.2fm50quq.ingestion-575d7f9f5f-pz4jd.jpg.2g851bpt

ID: 137025820

Label: cars

unknown.test_3290.23l6hoo6.ingestion-75d65f8bf8-8klns.jpg.2fm519to.ingestion-575d7f9f5f-6psth.jpg.2g851t76

ID: 137025271

Label: unknown

unknown.test_2710.23l6hj11.ingestion-75d65f8bf8-xqqb9.jpg.2fm516nm.ingestion-575d7f9f5f-pz4jd.jpg.2g851prt

ID: 137025377

Label: unknown

unknown.test_1865.23l6hafa.ingestion-75d65f8bf8-v25tg.jpg.2fm512f8.ingestion-575d7f9f5f-6psth.jpg.2g851kvj

ID: 137025515

Label: unknown

unknown.test_3518.23l6hqvp.ingestion-75d65f8bf8-xqqb9.jpg.2fm51bff.ingestion-575d7f9f5f-6psth.jpg.2g851uo7

ID: 137025235

Label: unknown

unknown.test_103.23l6h1tn.ingestion-75d65f8bf8-xqqb9.jpg.2fm50tkf.ingestion-575d7f9f5f-pz4jd.jpg.2g851e40

ID: 137025720

Label: unknown

cars.03153.23l5fg07.ingestion-75d65f8bf8-8klns.jpg.2fm50r1n.ingestion-575d7f9f5f-vzp2l.jpg.2g851btj

ID: 137025811

Label: cars

unknown.test_1730.23l6h92t.ingestion-75d65f8bf8-xqqb9.jpg.2fm5120k.ingestion-575d7f9f5f-6psth.jpg.2g851k9u

ID: 137025534

Label: unknown

Model accuracy (Unoptimized (float32))

Validation set

89.4%

Test set

87.1%

On-device performance (Arduino Portenta H7 (Cortex-M7 480MHz), Quantized (int8))

Latency

449 ms.

Peak RAM usage

48.1K

Flash usage

98.6K

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Dataset summary

Data collected

1,495 items

Labels

cars, unknown

Project info

Project ID	140917
Project version	2
License	BSD 3-Clause Clear
No. of views	202,708
No. of clones	5