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.03371.23l5fiac.ingestion-75d65f8bf8-8klns.jpg.2fm50s6d.ingestion-575d7f9f5f-6psth.jpg.2g851d5t

ID: 137025769

Label: cars

unknown.test_1033.23l6h1un.ingestion-75d65f8bf8-xqqb9.jpg.2fm50v57.ingestion-575d7f9f5f-vzp2l.jpg.2g851g0f

ID: 137025649

Label: unknown

cars.02296.23l5f7ar.ingestion-75d65f8bf8-v25tg.jpg.2fm50nbk.ingestion-575d7f9f5f-6psth.jpg.2g85185b

ID: 137025938

Label: cars

unknown.test_1904.23l6hasa.ingestion-75d65f8bf8-8klns.jpg.2fm512gc.ingestion-575d7f9f5f-6psth.jpg.2g851li9

ID: 137025512

Label: unknown

unknown.test_1436.23l6h5th.ingestion-75d65f8bf8-v25tg.jpg.2fm510mh.ingestion-575d7f9f5f-6psth.jpg.2g851jh9

ID: 137025566

Label: unknown

cars.01053.23l5eq6o.ingestion-75d65f8bf8-xqqb9.jpg.2fm50hmm.ingestion-575d7f9f5f-pz4jd.jpg.2g8511ki

ID: 137026156

Label: cars

unknown.test_1883.23l6hald.ingestion-75d65f8bf8-8klns.jpg.2fm512g2.ingestion-575d7f9f5f-vzp2l.jpg.2g851kvp

ID: 137025521

Label: unknown

cars.03053.23l5fevr.ingestion-75d65f8bf8-xqqb9.jpg.2fm50qmp.ingestion-575d7f9f5f-vzp2l.jpg.2g851blh

ID: 137025826

Label: cars

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	204,825
No. of clones	5