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

ID: 137025764

Label: cars

unknown.test_3099.23l6hmsr.ingestion-75d65f8bf8-xqqb9.jpg.2fm5198o.ingestion-575d7f9f5f-vzp2l.jpg.2g851s04

ID: 137025306

Label: unknown

cars.02245.23l5f6pj.ingestion-75d65f8bf8-8klns.jpg.2fm50mlm.ingestion-575d7f9f5f-vzp2l.jpg.2g8517df

ID: 137025955

Label: cars

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

ID: 137025739

Label: unknown

cars.02228.23l5f6kl.ingestion-75d65f8bf8-8klns.jpg.2fm50ml0.ingestion-575d7f9f5f-6psth.jpg.2g8517d2

ID: 137025956

Label: cars

unknown.test_2622.23l6hi53.ingestion-75d65f8bf8-v25tg.jpg.2fm5166h.ingestion-575d7f9f5f-vzp2l.jpg.2g851p0r

ID: 137025393

Label: unknown

cars.00342.23l5eilv.ingestion-75d65f8bf8-xqqb9.jpg.2fm50fni.ingestion-575d7f9f5f-vzp2l.jpg.2g850tkl

ID: 137026283

Label: cars

unknown.test_3049.23l6hmcs.ingestion-75d65f8bf8-xqqb9.jpg.2fm518oq.ingestion-575d7f9f5f-6psth.jpg.2g851rfu

ID: 137025318

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	171,225
No. of clones	4