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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unknown.test_1.23l6h1nb.ingestion-75d65f8bf8-8klns.jpg.2fm50t7k.ingestion-575d7f9f5f-vzp2l.jpg.2g851dnu

ID: 137025739

Label: unknown

unknown.test_1866.23l6hafd.ingestion-75d65f8bf8-xqqb9.jpg.2fm512f9.ingestion-575d7f9f5f-vzp2l.jpg.2g851kvi

ID: 137025516

Label: unknown

unknown.test_2678.23l6him2.ingestion-75d65f8bf8-8klns.jpg.2fm516m0.ingestion-575d7f9f5f-vzp2l.jpg.2g851pbi

ID: 137025390

Label: unknown

cars.02791.23l5fca2.ingestion-75d65f8bf8-8klns.jpg.2fm50pbu.ingestion-575d7f9f5f-6psth.jpg.2g851ac3

ID: 137025863

Label: cars

unknown.test_2283.23l6hekv.ingestion-75d65f8bf8-xqqb9.jpg.2fm5149u.ingestion-575d7f9f5f-vzp2l.jpg.2g851ms2

ID: 137025454

Label: unknown

unknown.test_15.23l6h6hc.ingestion-75d65f8bf8-v25tg.jpg.2fm50tb6.ingestion-575d7f9f5f-pz4jd.jpg.2g851drd

ID: 137025727

Label: unknown

cars.03390.23l5figk.ingestion-75d65f8bf8-xqqb9.jpg.2fm50s93.ingestion-575d7f9f5f-vzp2l.jpg.2g851d9b

ID: 137025764

Label: cars

unknown.test_1240.23l6h419.ingestion-75d65f8bf8-8klns.jpg.2fm50vtf.ingestion-575d7f9f5f-pz4jd.jpg.2g851hlt

ID: 137025614

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

Run this model

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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	192,393
No. of clones	5